Deep Learning Publication Navigator - subtopic: feature

Year TitleAuthor
2017   Using multi-stream hierarchical deep neural network to extract deep audio feature for acoustic event detection  Y Li, X Zhang, H Jin, X Li, Q Wang, Q He, Q Huang
2017   Performance evaluation of deep feature learning for RGB-D image/video classification  L Shao, Z Cai, L Liu, K Lu
2017   Robust Feature Extraction on Vibration Data under Deep-Learning Framework: An Application for Fault Identification in Rotary Machines  A Shaheryar, Y Xu
2017   A Study of Convolutional Sparse Feature Learning for Human Age Estimate  X Wang, R Li, Y Zhou, C Kambhamettu
2017   Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders  D Ayata, Y Yaslan, M Kamasak
2017   Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT  M Lopez
2017   Automated Feature Extraction for Website Fingerprinting through Deep Learning  V Rimmer, D Preuveneers, M Juarez, T Van Goethem
2017   GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks  S Yu, H Chen, EBG Reyes, A Center, N Poh
2017   A Novel Spatial Feature for the Identification of Motor Tasks Using High-Density Electromyography  M Jordanić, M Rojas
2017   Local feature representation based on linear filtering with feature pooling and divisive normalization for remote sensing image classification  L Wan, N Liu, Y Guo, H Huo, T Fang
2017   PCA indexing based feature learning and feature selection  MFI Ibrahim, AA Al
2017   Deep Learning in Customer Churn Prediction: Unsupervised Feature Learning on Abstract Company Independent Feature Vectors  P Spanoudes, T Nguyen
2017   Discriminative Feature Learning and Region Consistency Activation for Robust Scene Labelling  Y Li, F Sohel, M Bennamoun, H Lei
2017   Image Feature Classification  S Alpert
2017   Multimodal Neuroimaging Feature Learning with Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease.  J Shi, X Zheng, Y Li, Q Zhang, S Ying
2017   Variable Global Feature Selection Scheme for Automatic Classification of Text Documents  D Agnihotri, K Verma, P Tripathi
2017   Cascaded Feature Network for Semantic Segmentation of RGB-D Images  D Lin, G Chen, D Cohen
2017   Object Tracking with Shallow Convolution Feature  W Wang, M Shi, W Li
2017   Optimal feature selection and Deep Learning Ensembles Method for emotion recognition from human brain EEG sensors  RM Mehmood, R Du, HJ Lee
2017   Learning Feature Pyramids for Human Pose Estimation  W Yang, S Li, W Ouyang, H Li, X Wang
2017   Advanced Music Audio Feature Learning with Deep Networks  M Daigneau
2017   PHROG: A Multimodal Feature for Place Recognition  F Bonardi, S Ainouz, R Boutteau, Y Dupuis, X Savatier
2017   Spatio-Temporal Anomaly Detection for Industrial Robots through Prediction in Unsupervised Feature Space  A Munawar, P Vinayavekhin, G De Magistris
2017   Deep feature representation and multiple metric ensembles for person re-identification in security surveillance system  M Qi, J Han, J Jiang, H Liu
2017   An Incremental Deep Learning Network for On-line Unsupervised Feature Extraction  Y Liang, Y Yang, F Shen, J Zhao, T Zhu 
2017   Feature extraction and classification of VHR images with attribute profiles and convolutional neural networks  T Tian, L Gao, W Song, KKR Choo, J He 
2017   Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation  FI Alam, J Zhou, AWC Liew, X Jia, J Chanussot, Y Gao 
2017   Continuous Gesture Recognition With Hand-Oriented Spatiotemporal Feature  Z Liu, X Chai, Z Liu, X Chen 
2017   Low-rank hypergraph feature selection for multi-output regression  X Zhu, R Hu, C Lei, KH Thung, W Zheng, C Wang 
2017   Developmental Network: An Internal Emergent Object Feature Learning  D Wang, J Wang, L Liu 
2017   Pre-trained convolutional neural networks as feature extractors for tuberculosis detection  UK Lopes, JF Valiati
2017   Automatic Magnetic Resonance Image Prostate Segmentation Based on Adaptive Feature Learning Probability Boosting Tree Initialization and CNN-ASM Refinement  B He, D Xiao, Q Hu, F Jia 
2017   Deep Feature Learning for Dummies: A Simple Auto-Encoder Training Method Using Particle Swarm Optimisation  C Sui, M Bennamoun, R Togneri
2017   Facial affect recognition: from feature engineering to deep learning  J Chen
2017   Automated Feature Engineering for Deep Neural Networks with Genetic Programming  J Heaton
2017   Feature extraction for deep neural networks based on decision boundaries  S Woo, C Lee
2017   High-Level Feature Extraction for Classification and Person Re-Identification  A Feizi
2017   Improving Deep Neural Network Based Speech Synthesis through Contextual Feature Parametrization and Multi-Task Learning  Z Wen, K Li, Z Huang, CH Lee, J Tao
2017   Deep and fast learning for feature extraction of merged or fused satellite remote sensing images to observe lake eutrophication (Conference Presentation)  NB Chang
2017   A multimodal deep learning framework using local feature representations for face recognition  AS Al
2017   Discriminative Feature Learning for Unsupervised Change Detection in Heterogeneous Images Based on a Coupled Neural Network  W Zhao, Z Wang, M Gong, J Liu
2017   Multi-modal Deep Feature Learning for RGB-D Object Detection  X Xu, Y Li, G Wu, J Luo
2017   Survey Paper on Feature Extraction Methods in Text Categorization  D Saxena, SK Saritha, V Prasad
2017   Pedestrian detection based on multi-convolutional features by feature maps pruning  T Rui, J Zou, Y Zhou, H Fang, Q Gao
2017   Latent feature learning for activity recognition using simple sensors in smart homes  G Chen, A Wang, S Zhao, L Liu, CY Chang
2017   Stacked Auto-Encoders for Feature Extraction with Neural Networks  S Liu, C Zhang, J Ma
2017   Multi Semantic Feature Fusion Framework for Video Segmentation and  R Liang, Q Zhu
2017   A Simple Deep Feature Representation for Person Re-identification  S Wang, L Duan, Y Zhao, J Dong
2017   Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction  V Singh, N Baranwal, RK Sevakula, NK Verma, Y Cui
2017   A study on target feature activation and normalization and their impacts on the performance of DNN based speech dereverberation systems  B Wu, K Li, M Yang, CH Lee
2017   Richer feature for image classification with super and sub kernels based on deep convolutional neural network  P Tang, H Wang
2017   SAFS: A deep feature selection approach for precision medicine  MZ Nezhad, D Zhu, X Li, K Yang, P Levy
2017   Deep SOMs for automated feature extraction and classification from big data streaming  M Sakkari, R Ejbali, M Zaied
2017   Functional connectivity patterns of autism spectrum disorder identified by deep feature learning  H Choi
2017   Deep Correlation Feature Learning for Face Verification in the Wild  W Deng, B Chen, Y Fang, J Hu
2017   Fast Feedforward Non-parametric Deep Learning Network with Automatic Feature Extraction  PP Angelov, X Gu, J Principe
2017   A novel deep autoencoder feature learning method for rotating machinery fault diagnosis  H Shao, H Jiang, H Zhao, F Wang
2017   Feature fusion methods research based on deep belief networks for speech emotion recognition under noise condition  Y Huang, K Tian, A Wu, G Zhang 
2017   NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps  A Aimar, H Mostafa, E Calabrese, A Rios
2017   Supervised non-negative tensor factorization for automatic hyperspectral feature extraction and target discrimination  D Anderson, A Bapst, J Coon, A Pung, M Kudenov
2017   Feature Analysis and Selection for Training an End-to-End Autonomous Vehicle Controller Using the Deep Learning Approach  S Yang, W Wang, C Liu, K Deng, JK Hedrick
2017   Fault Feature Extraction and Diagnosis of Gearbox Based on EEMD and Deep Briefs Network  K Chen, XC Zhou, JQ Fang, P Zheng, J Wang
2017   Multi-modal Feature Fusion for Geographic Image Annotation  K Li, C Zou, S Bu, Y Liang, J Zhang, M Gong
2017   Adaptive Deconvolutional Networks for Mid and High Level Feature Learning (阅读)  MD Zeiler, GW Taylor, R Fergus
2017   Spectral–spatial feature learning for hyperspectral imagery classification using deep stacked sparse autoencoder  G Abdi, F Samadzadegan, P Reinartz
2017   Towards Stable Adversarial Feature Learning for LiDAR based Loop Closure Detection  L Xu, P Yin, H Luo, Y Liu, J Han 
2017   ECG-based Biometrics using a Deep Autoencoder for Feature Learning  A Eduardo, H Aidos, A Fred
2017   Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA  J Thomas, S Thomas, L Sael 
2017   Reducing Covariate Factors Of Gait Recognition Using Feature Selection, Dictionary-Based Sparse Coding, And Deep Learning  MN Alotaibi
2017   Feature learning and change feature classification based on deep learning for ternary change detection in SAR images  M Gong, H Yang, P Zhang
2017   Computer-aided assessment of breast density: Comparison of supervised deep learning and feature based statistical learning  S Li, J Wei, HP Chan, MA Helvie, MA Roubidoux, Y Lu 
2017   Data-Driven Feature Characterization Techniques for Laser Printer Attribution  A Ferreira, L Bondi, L Baroffio, P Bestagini, J Huang
2017   Automated Feature Selection and Churn Prediction using Deep Learning Models  V Umayaparvathi, K Iyakutti
2017   FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection  Z Zhou, Z He, Z Chen, Y Jia, H Wang, J Du, D Chen 
2017   Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images  M Rad, M Oberweger, V Lepetit 
2017   PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space  CR Qi, L Yi, H Su, LJ Guibas
2017   An information fusion framework with multi-channel feature concatenation and multi-perspective system combination for the deep-learning-based robust recognition of …  YH Tu, J Du, Q Wang, X Bao, LR Dai, CH Lee
2017   Efficient and compact visual feature descriptors hashing using hierarchical multiple assignment k-means  S Ercoli, M Bertini, A Del Bimbo
2017   Text Feature Extraction and Classification Based on Convolutional Neural Network (CNN)  T Zhang, C Li, N Cao, R Ma, SH Zhang, N Ma
2017   Using Deep Learning to Automate Feature Modeling in Learning by Observation: A Preliminary Study  MW Floyd, JT Turner, DW Aha
2017   Multi-modal Sentiment Feature Learning Based on Sentiment Signal  D Lin, L Li, D Cao, S Li
2017   Distributed learning of deep feature embeddings for visual recognition tasks  B Bhattacharjee, ML Hill, H Wu, PS Chandakkar
2017   A Deep Feature Fusion Methodology for Breast Cancer Diagnosis Demonstrated on Three Imaging Modality Datasets  N Antropova, BQ Huynh, ML Giger
2017   Feature joint-state posterior estimation in factorial speech processing models using deep neural networks  M Khademian, MM Homayounpour
2017   Genetic prOgramming for image feature descriptor learning  SR Price, DT Anderson
2017   Deep spatial-temporal feature fusion for facial expression recognition in static images  N Sun, Q Li, R Huang, J Liu, G Han 
2017   Investigating the feature collection for semantic segmentation via single skip connection  J Yim, KA Sohn 
2017   Leveraging Sparse and Dense Feature Combinations for Sentiment Classification  T Yu, C Hidey, O Rambow, K McKeown
2017   Segmentation and feature extraction of retinal vascular morphology  HA Leopold, J Orchard, J Zelek, V Lakshminarayanan
2017   Adversarial Invariant Feature Learning  Q Xie, Z Dai, Y Du, E Hovy, G Neubig 
2017   Classification Based on Feature Extraction For Hepatocellular Carcinoma Diagnosis Using High-throughput Dna Methylation Sequencing Data  Z Yang, M Jin, Z Zhang, J Lu, K Hao
2017   Feature Extraction Using Deep Learning for Food Type Recognition  M Farooq, E Sazonov
2017   Feature Generating Networks for Zero-Shot Learning  Y Xian, T Lorenz, B Schiele, Z Akata 
2017   Deep Feature Fusion for VHR Remote Sensing Scene Classification  S Chaib, H Liu, Y Gu, H Yao
2017   Context-Aware Local Binary Feature Learning for Face Recognition  Y Duan, J Lu, J Feng, J Zhou
2017   Controllable Invariance through Adversarial Feature Learning  Q Xie, Z Dai, Y Du, E Hovy, G Neubig
2017   Feature Extraction of Video Using Artificial Neural Network  Y Hayakawa, T Oonuma, H Kobayashi, A Takahashi
2017   Deep-Learning Systems for Domain Adaptation in Computer Vision: Learning Transferable Feature Representations  H Venkateswara, S Chakraborty, S Panchanathan 
2017   A method of multi-criteria set recognition based on deep feature representation  C Zhang, H Yang, X Shen 
2017   Building effective deep neural network architectures one feature at a time  M Mundt, T Weis, K Konda, V Ramesh
2017   Deep learning based feature representation for automated skin histopathological image annotation  G Zhang, CHR Hsu, H Lai, X Zheng
2017   Hyperspectral Data Feature Extraction Using Deep Belief Network.  J Xinhua, X Heru, Z Lina, Z Yanqing
2017   Feature Extraction via Recurrent Random Deep Ensembles and its Application in Gruop-level Happiness Estimation  S Tang, Y Pan
2017   Deep Asymmetric Multi-task Feature Learning  H Lee, E Yang, SJ Hwang
2017   A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox  L Jing, M Zhao, P Li, X Xu
2017   Face Alignment Using a Deep Neural Network with Local Feature Learning and Recurrent Regression  BH Park, SY Oh, IJ Kim
2017   A learned sparseness and IGMRF-based regularization framework for dense disparity estimation using unsupervised feature learning  S Nahar, MV Joshi
2017   Automatic feature constructing from vibration signals for machining state monitoring  Y Fu, Y Zhang, H Gao, T Mao, H Zhou, R Sun, D Li
2017   GMFR-CNN: An Integration of Gapped Motif Feature Representation and Deep Learning Approach for Enhancer Prediction  YS Wong, NK Lee, N Omar
2017   Visualization of Driving Behavior Based on Hidden Feature Extraction by Using Deep Learning  HL Liu, T Taniguchi, Y Tanaka, K Takenaka, T Bando
2017   A separated feature learning based DBN structure for classification of SSMVEP signals  Y Jia, J Xie, G Xu, M Li, S Zhang, A Luo, X Han
2017   Sentiment Classification: Feature Selection Based Approaches Versus Deep Learning  AK Uysal, YL Murphey
2017   Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis  H Oh, JH Jung, BC Jeon, BD Youn
2017   Automated lesion segmentation and dermoscopic feature segmentation for skin cancer analysis  MP Pour, H Seker, L Shao
2017   3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation  T Kitasaka, K Misawa, M Fujiwara, D Rueckert, K Mori
2017   Deep Abstraction and Weighted Feature Selection for Wi-Fi Impersonation Detection  ME Aminanto, R Choi, HC Tanuwidjaja, PD Yoo, K Kim 
2017   A Tree Regularized Classifier--Exploiting Hierarchical Structure Information in Feature Vector for Human Action Recognition.  H Luo, F Zhao, S Chen, H Lu
2017   Automatic Feature Learning Using Multichannel ROI Based on Deep Structured Algorithms for Computerized Lung Cancer Diagnosis  W Sun, B Zheng, W Qian
2017   Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization  DM Vigneault, W Xie, DA Bluemke, JA Noble
2017   Unsupervised 3-D Feature Learning for Mild Traumatic Brain Injury  BS Manjunath
2017   Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction  G Tetteh, M Rempfler, BH Menze, C Zimmer
2017   Using Deep Learning to Automate Feature Modeling in Learning by Observation  MW Floyd, JT Turner, DW Aha
2017   Deep Representation based feature extraction and recovering for Finger-vein verification  H Qin, MA El
2017   A Combination of Deep Learning and Hand-Designed Feature for Plant Identification Based on Leaf and Flower Images  TTN Nguyen, TL Le, H Vu, HH Nguyen, VS Hoang
2017   Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network  Z Chen, W Li
2017   Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning  RK Pathinarupothi, R Vinaykumar, E Rangan
2017   A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resource-limited System Applications  Y Du, L Du, Y Li, J Su, MCF Chang
2017   Unsupervised Deep Feature Learning for Urban Village Detection from High-Resolution Remote Sensing Images  Y Li, X Huang, H Liu
2017   A novel recurrent hybrid network for feature fusion in action recognition  S Yu, Y Cheng, L Xie, Z Luo, M Huang, S Li
2017   A deep stacked wavelet auto-encoders to supervised feature extraction to pattern classification  S Hassairi, R Ejbali, M Zaied
2017   Text feature extraction based on deep learning: a review  H Liang, X Sun, Y Sun, Y Gao 
2017   Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization  K Gupta, A Majumdar 
2017   A Video Coloring Method Based on CNN and Feature Point Tracking  G Guan, F Zhang, G Ding, M Niu, L Xu 
2017   Feature to prototype transition in neural networks  D Krotov, J Hopfield
2017   A Tucker Deep Computation Model for Mobile Multimedia Feature Learning  Q Zhang, LT Yang, X Liu, Z Chen, P Li
2017   Learning Policies for Adaptive Tracking with Deep Feature Cascades  C Huang, S Lucey, D Ramanan
2017   Detecting Feature Interactions in Agricultural Trade Data Using a Deep Neural Network  J O'Donoghue, M Roantree, A McCarren
2017   Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing  H Shao, H Jiang, H Zhang, W Duan, T Liang, S Wu
2017   A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification  Y Wang, F Metze
2017   A hydraulic fault diagnosis method based on sliding-window spectrum feature and deep belief network.  X Wang, J Huang, G Ren, D Wang 
2017   Noise robust voice activity detection using joint phase and magnitude based feature enhancement  K Phapatanaburi, L Wang, Z Oo, W Li, S Nakagawa
2017   On Feature Reduction using Deep Learning for Trend Prediction in Finance  L Troiano, E Mejuto, P Kriplani
2017   Deep feature extraction and combination for remote sensing image classification based on pre-trained CNN models  S Chaib, H Yao, Y Gu, M Amrani
2017   Modified Genetic Algorithm-based Feature Selection Combined with Pre-trained Deep Neural Network for Demand Forecasting in Outpatient Department  S Jiang, C Kwai
2017   Robust Topological Navigation via Convolutional Neural Network Feature and Sharpness Measure  J Ma, J Zhao
2017   Hyperspectral image feature extraction method based on sparse constraint convolutional neural network  P Jia, M Zhang, W Yu, Y Shen
2017   Deep Unsupervised Feature Extraction of Sensory Signals  Y Berradi, A Bouroumi
2017   Multimodal Neuroimaging Feature Learning with Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease  J Shi, X Zheng, Y Li, Q Zhang, S Ying
2017   Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding  Z Che, Y Cheng, Z Sun, Y Liu
2017   Feature extraction using MPEG-CDVS and Deep Learning with application to robotic navigation and image classification  P Porto Buarque De Gusmao
2017   Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework.  L Oakden
2017   A novel interest point detector based on convolutional features with unsupervised feature learning  Q Jia, X Wang, L Zhou
2017   Nonredundant sparse feature extraction using autoencoders with receptive fields clustering  BO Ayinde, JM Zurada
2017   Feature Learning for Facial Kinship Verification  H Yan, J Lu
2017   Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution Analysis  J Ortega, A Ortiz, P Martín
2017   A Novel Text Structure Feature Extractor for Chinese Scene Text Detection and Recognition  X Ren, Y Zhou, Z Huang, J Sun, X Yang, K Chen
2017   Large scale digital prostate pathology image analysis combining feature extraction and deep neural network  N Zhou, A Fedorov, F Fennessy, R Kikinis, Y Gao
2017   Novel feature selection strategies for enhanced predictive modeling and deep learning in the biosciences  P Yang, R Abo, C Liu, Z Chen, H Wu, J Cui, C Yandava
2017   Autoencoder-based feature learning for cyber security applications  M Yousefi
2017   LiftingNet: A Novel Deep Learning Network with Layerwise Feature Learning from Noisy Mechanical Data for Fault Classification  J Pan, Y Zi, J Chen, Z Zhou, B Wang 
2017   Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition  J Miao, X Xu, X Xing, D Tao
2017   Deep Adaptive Feature Embedding with Local Sample Distributions for Person Re-identification  L Wu, Y Wang, J Gao, X Li
2017   Adversarial Feature Matching for Text Generation  Y Zhang, Z Gan, K Fan, Z Chen, R Henao, D Shen
2017   Loading Discriminative Feature Representations in Hidden Layer  DR Liou, YE Chen, CY Liou
2017   Automatic feature learning for vulnerability prediction  HK Dam, T Tran, T Pham, SW Ng, J Grundy, A Ghose
2017   Two-Stream Convolutional Network with Multi-level Feature Fusion for Categorization of Human Action from Videos  P Bhattacharjee, S Das 
2017   A Feature Descriptor based on Local Normalized Difference for Real-World Texture Classification  W Zhang, W Zhang, K Liu, J Gu 
2017   Supervised Deep Feature Extraction for Hyperspectral Image Classification  B Liu, X Yu, P Zhang, A Yu, Q Fu, X Wei 
2017   Transfer Learning and Deep Feature Extraction for Planktonic Image Data Sets  EC Orenstein, O Beijbom
2016   Object Specific Deep Learning Feature and Its Application to Face Detection  X Hou, K Sun, L Shen, G Qiu
2016   Scale-Invariant Feature Learning using Deconvolutional Neural Networks for Weakly-Supervised Semantic Segmentation  HE Kim, S Hwang
2016   Improving EEG feature learning via synchronized facial video  X Li, X Jia, G Xun, A Zhang
2016   Deep Belief Networks with Feature Selection for Sentiment Classification  P Ruangkanokmas, T Achalakul, K Akkarajitsakul
2016   Benign and Malignant Lung Nodule Classification Based on Deep Learning Feature  T Jia, H Zhang, YK Bai
2016   Autoconvolution for Unsupervised Feature Learning  B Knyazev, E Barth, T Martinetz
2016   Group-Aware Deep Feature Learning For Facial Age Estimation  H Liu, J Lu, J Feng, J Zhou
2016   Speech dereverberation for enhancement and recognition using dynamic features constrained deep neural networks and feature adaptation  X Xiao, S Zhao, DHH Nguyen, X Zhong, DL Jones
2016   G-MS2F: GoogLeNet based Multi-Stage Feature Fusion of Deep CNN for Scene Recognition  P Tang, H Wang, S Kwong
2016   DBN-based Spectral Feature Representation for Statistical Parametric Speech Synthesis  YJ Hu, ZH Ling
2016   A Finger Vein Recognition Algorithm Using Feature Block Fusion and Depth Neural Network  C Chen, Z Wu, P Li, J Zhang, Y Wang, H Li
2016   Fully Deep Neural Networks Incorporating Unsupervised Feature Learning for Audio Tagging  Y Xu, Q Huang, W Wang, P Foster, S Sigtia
2016   Poster: Advanced Feature Based Deep Learning for Intelligent Human Activity Recognition: An Approach using Scene Context and Composition of Sub Events.  S Ramasinghe
2016   A Deep Neural Network Driven Feature Learning Method for Multi-view Facial Expression Recognition  T Zhang, W Zheng, Z Cui, Y Zong, J Yan, K Yan
2016   Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification  C Dixit
2016   Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA  A Hyvarinen, H Morioka
2016   Feature extraction and image recognition of typical grassland forage based on color moment  D Han, P Wu, Q Zhang, G Han, F Tong
2016   Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks  Y Chen, H Jiang, C Li, X Jia, P Ghamisi
2016   Feature Transfer Learning for Speech Emotion Recognition  J Deng
2016   Visual domain adaptation via transfer feature learning  J Tahmoresnezhad, S Hashemi
2016   Local Feature Learning using Deep Canonical Correlation Analysis for Heterogeneous Face Recognition  Y Choi, HI Kim, YM Ro
2016   Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine.  Z Han, Z Liu, J Han, CM Vong, S Bu, X Li
2016   Face liveness detection and recognition using shearlet based feature descriptors  Y Li, LM Po, X Xu, L Feng, F Yuan
2016   Unsupervised feature learning for Music Structural Analysis  M Buccoli, M Zanoni, A Sarti, S Tubaro, D Andreoletti
2016   Feature and Statistical Model Development in Structural Health Monitoring  I Kim
2016   Robust Radar Emitter Recognition Based on the Three-Dimensional Distribution Feature and Transfer Learning  Z Yang, W Qiu, H Sun, A Nallanathan
2016   An enhancement deep feature fusion method for rotating machinery fault diagnosis  S Haidong, J Hongkai, Z Huiwei
2016   Selective Unsupervised Feature Learning with Convolutional Neural Network (S-CNN)  A Ghaderi, V Athitsos
2016   Unsupervised Feature Learning Assisted Visual Sentiment Analysis  Z Li, Y Fan, F Wang, W Liu
2016   Deep Feature Based Contextual Model for Object Detection  W Chu, D Cai
2016   Deep Multimodal Feature Analysis for Action Recognition in RGB+ D Videos  A Shahroudy, TT Ng, Y Gong, G Wang
2016   … . We propose a watermark embedding in a video to represent a human identity as a 2-D wavelet transform. The feature extraction consists of a Deep Belief Network... …  KH Ali, T Wang
2016   Deep Feature Fusion Network for Answer Quality Prediction in Community Question Answering  SP Suggu, KN Goutham, MK Chinnakotla
2016   Automatic Lumbar Vertebrae Detection Based on Feature Fusion Deep Learning for Partial Occluded C-arm X-ray Images  Y Li, W Liang, Y Zhang, H An, J Tan
2016   Pain detection from facial images using unsupervised feature learning approach  R Kharghanian, A Peiravi, F Moradi
2016   Feature Learning via Deep Belief Network for Chinese Speech Emotion Recognition  S Zhang, X Zhao, Y Chuang, W Guo, Y Chen
2016   Similar Reference Image Quality Assessment: A New Database and A Trial with Local Feature Matching  Q Lu, W Zhou, H Li
2016   An investigation of automatic feature extraction for clustered microcalcifications on digital mammograms  A Baseri Huddin
2016   Local shape feature fusion for improved matching, pose estimation and 3D object recognition  AG Buch, HG Petersen, N Krüger
2016   Semisupervised classification for hyperspectral image based on multi-decision labeling and deep feature learning  X Ma, H Wang, J Wang
2016   Deep feature learning for cover song identification  JT Fang, CT Day, PC Chang
2016   Feature extraction using Latent Dirichlet Allocation and Neural Networks: A case study on movie synopses  D Christou
2016   Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks  LG Hafemann, R Sabourin, LS Oliveira
2016   Visual Speech Feature Representations: Recent Advances  C Sui, M Bennamoun, R Togneri
2016   Dual Channel Gradient feature for person re-identification  J Wang, Y Li, H Li, Y Xu, Z Miao, G Zhang
2016   Vehicle type classification via adaptive feature clustering for traffic surveillance video  S Wang, F Liu, Z Gan, Z Cui
2016   Feature Detection Apparatus And Methods For Training Of Robotic Navigation  B Ibarz Gabardos, A Smith, P O'connor
2016   A Study on Visualizing Feature Extracted from Deep Restricted Boltzmann Machine using PCA  K Kawasaki, T Yoshikawa, T Furuhashi
2016   A new variance-based approach for discriminative feature extraction in machine hearing classification using spectrogram features  Z Xie, I McLoughlin, H Zhang, Y Song, W Xiao
2016   TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks  D Laptev, N Savinov, JM Buhmann, M Pollefeys
2016   Change detection based on deep feature representation and mapping transformation for multi-spatial-resolution remote sensing images  P Zhang, M Gong, L Su, J Liu, Z Li
2016   A Deep Source-Context Feature for Lexical Selection in Statistical Machine Translation  P Gupta, MR Costa
2016   Deep Sketch Feature for Cross-domain Image Retrieval  X Wang, X Duan, X Bai
2016   Deep Feature Extraction from Trajectories for Transportation Mode Estimation  Y Endo, H Toda, K Nishida, A Kawanobe
2016   Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor …  H Jang, SM Plis, VD Calhoun, JH Lee
2016   Deep belief network based statistical feature learning for fingerprint liveness detection  S Kim, B Park, BS Song, S Yang
2016   Clustering Based Feature Learning on Variable Stars  C Mackenzie, K Pichara, P Protopapas
2016   SWIMS: Semi-Supervised Subjective Feature Weighting and Intelligent Model Selection for Sentiment Analysis  FH Khan, U Qamar, S Bashir
2016   Transfer Learning in Hierarchical Feature Spaces  H Zuo, G Zhang, V Behbood, J Lu, X Meng
2016   Sparse feature learning for image analysis in segmentation, classification, and disease diagnosis.  E Hosseini
2016   Combining Multiple Feature Selection Methods and Deep Learning for High-dimensional Data  MA Mares, S Wang, Y Guo
2016   The fault feature extraction of rolling bearing based on EMD and difference spectrum of singular value  T Han, D Jiang, N Wang
2016   A Deep Feature Based Framework for Breast Masses Classification  Z Jiao, X Gao, Y Wang, J Li
2016   Automatic layout feature extraction for lithography hotspot detection based on deep neural network  T Matsunawa, S Nojima, T Kotani
2016   Laughter Classification Using Deep Rectifier Neural Networks with a Minimal Feature Subset  G GOSZTOLYA, B András, T NEUBERGER, T László
2016   Randomized Kd tree ReliefF algorithm for feature selection in handling high dimensional process parameter data  S Xu, X Li, WF Lu
2016   Hierarchical compositional feature learning  M Lázaro
2016   Computational Intelligence Modeling of the Macromolecules Release from PLGA Microspheres—Focus on Feature Selection  HM Zawbaa, J Szlȩk, C Grosan, R Jachowicz
2016   Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking  K Tymoshenko, D Bonadiman, A Moschitti
2016   Automated image classification via unsupervised feature learning by K-means  H Karimy Dehkordy
2016   Probabilistic Feature Learning Using Gaussian Process Auto-Encoders  S Olofsson
2016   Local feature hierarchy for face recognition across pose and illumination  X Jiang, D Zhang, X Feng
2016   Constrained Deep Transfer Feature Learning and its Applications  Y Wu, Q Ji
2016   Feature point description and classification for urban street scenes using convolutional neural networks  H WALLENIUS
2016   Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection  D Weimer, B Scholz
2016   Adversarial Feature Learning  J Donahue, P Krähenbühl, T Darrell
2016   Feature mapping using deep belief networks for robust speech recognition  M Gholmipour, B Nasersharif
2016   Mental Disease Feature Extraction with MRI by 3D Convolutional Neural Network with Multi-channel Input  L Cao, Z Liu, X He, Y Cao, K Li
2016   Smart diagnosis of journal bearing rotor systems: Unsupervised feature extraction scheme by deep learning  H Oh, BC Jeon, JH Jung, BD Youn
2016   Deep feature representations for high-resolution remote-sensing imagery retrieval  W Zhou, C Li
2016   Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks  Z Zhang, F Ringeval, J Han, J Deng, E Marchi
2016   Unsupervised Feature Learning With Symmetrically Connected Convolutional Denoising Auto-encoders  J Dong, XJ Mao, C Shen, YB Yang
2016   An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning  G Zhong, LN Wang, J Dong
2016   Deep Neural Network Based Phonological Feature Extraction for Bengali Continuous Speech  T Bhowmik, SKD Mandal
2016   Local Feature Design Concepts  S Krig
2016   Feature Learning and Deep Learning Architecture Survey  S Krig
2016   Feature Learning Architecture Taxonomy and Neuroscience Background  S Krig
2016   Multi-Channel Multi-Model Feature Learning for Face Recognition  MS Aslan, Z Hailat, T Elafif, XW Chen
2016   Zero-shot Image Classification Based on Deep Feature Extraction  X Wang, C Chen, Y Cheng, ZJ Wang
2016   BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification  A Santara, K Mani, P Hatwar, A Singh, A Garg, K Padia
2016   Deep Neural Network Bottleneck Feature for Acoustic Scene Classification  S Mun, S Park, Y Lee, H Ko
2016   Feature extraction and image retrieval based on AlexNet  ZW Yuan, J Zhang
2016   Content-Based High-Resolution Remote Sensing Image Retrieval via Unsupervised Feature Learning and Collaborative Affinity Metric Fusion  Y Li, Y Zhang, C Tao, H Zhu
2016   Eye feature points detection by CNN with strict geometric constraint  C Meng, X Zhao, M Feng, S Chang
2016   Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine  Z Han, Z Liu, J Han, CM Vong, S Bu, X Li
2016   Multilayer Feature Extraction for Image and Text Using Backpropagation-ELM  SR Durga, A Hemlathadhevi
2016   Person Re-identification by Multiple Feature Representations and Metric Learning  M Qi, J Han, J Jiang
2016   DCTNet and PCANet for acoustic signal feature extraction  Y Xian, A Thompson, X Sun, D Nowacek, L Nolte
2016   Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks  A Nguyen, J Yosinski, J Clune
2016   Deep learning classifier based on NPCA and orthogonal feature selection  S Jankowski, Z Szymański, U Dziomin, V Golovko
2016   Cross-domain Image Localization by Adaptive Feature Fusion  N Bhowmik, L Weng, V Gouet
2016   Multi-modality stacked deep polynomial network based feature learning for Alzheimer's disease diagnosis  X Zheng, J Shi, Y Li, X Liu, Q Zhang
2016   Kernel-based Generative Learning in Distortion Feature Space  B Tang, PM Baggenstoss, H He
2016   Fault Diagnosis for Rotating Machinery Using Vibration Measurement Deep Statistical Feature Learning  C Li, RV Sánchez, G Zurita, M Cerrada, D Cabrera
2016   Quality Assessment of Wikipedia Articles without Feature Engineering  QV Dang, CL Ignat
2016   Deep Feature Consistent Variational Autoencoder  X Hou, L Shen, K Sun, G Qiu
2016   High-level Feature Learning by Ensemble Projection for Image Classification with Limited Annotations  D Dai, L Van Gool
2016   Ranking Model with a Reduced Feature Set for an Automated Question Generation System  MS Divate, A Salgaonkar
2016   Video anomaly detection using deep incremental slow feature analysis network  X Hu, S Hu, Y Huang, H Zhang, H Wu
2016   Weakly Supervised Localization using Deep Feature Maps  AJ Bency, H Kwon, H Lee, S Karthikeyan
2016   Automatic feature extraction in large fusion databases by using deep learning approach  G Farias, S Dormido
2016   Detecting fingering of overblown flute sound using sparse feature learning  Y Han, K Lee
2016   Hierarchical Aggregation Based Deep Aging Feature for Age Prediction  J Qiu, Y Dai, Y Zhang, JM Alvarez
2016   Unsupervised feature learning from finite data by message passing: discontinuous versus continuous phase transition  H Huang, T Toyoizumi
2016   Generating feature sets for fault diagnosis using denoising stacked auto-encoder  R Thirukovalluru, S Dixit, RK Sevakula, NK Verma
2016   Deep Restricted Kernel Machines using Conjugate Feature Duality  JAK Suykens, K Arenberg
2016   A convolutional deep belief network for polarimetric SAR data feature extraction  R Tanase, M Datcu, D Raducanu
2016   Denoising auto-encoders toward robust unsupervised feature representation  W Xiong, B Du, L Zhang, L Zhang, D Tao
2016   Low level visual feature extraction by learning of multiple tasks for Convolutional Neural Networks  H Ide, T Kurita
2016   Large age-gap face verification by feature injection in deep networks  S Bianco
2016   Pose-robust feature learning for facial expression recognition  F Zhang, Y Yu, Q Mao, J Gou, Y Zhan
2016   Action Recognition based on Efficient Deep Feature Learning in the Spatio-Temporal Domain  F Husain, B Dellen, C Torras
2016   Single trial prediction of normal and excessive cognitive load through EEG feature fusion  P Bashivan, M Yeasin, GM Bidelman
2016   Statistical mechanics of unsupervised feature learning in a restricted Boltzmann machine with binary synapses  H Huang
2016   Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation  A Doumanoglou, V Balntas, R Kouskouridas, TK Kim
2016   Stacked Convolutional Denoising Auto-Encoders for Feature Representation  B Du, W Xiong, J Wu, L Zhang, D Tao
2016   Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System  M Elleuch, R Zouari, M Kherallah
2016   Context Encoders: Feature Learning by Inpainting  D Pathak, P Krahenbuhl, J Donahue, T Darrell
2016   Learning deep feature representations with domain guided dropout for person re-identification  T Xiao, H Li, W Ouyang, X Wang
2016   Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning  L Lin, G Wang, W Zuo, X Feng, L Zhang
2016   A Reduced Feature Set for Driver Head Pose Estimation  K Diaz
2016   Deep Network-Based Feature Extraction And Reconstruction Of Complex Material Microstructures  R Cang, MY Ren
2016   Maximum entropy feature fusion  PM Baggenstoss
2016   Semantic Feature Mining for Video Event Understanding  X Yang, T Zhang, C Xu
2016   Deep feature learning for pulmonary nodule classification in a lung CT  BC Kim, YS Sung, HI Suk
2016   Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification  E Li, P Du, A Samat, Y Meng, M Che
2016   A traffic sign recognition method based on deep visual feature  F Lin, Y Lai, L Lin, Y Yuan
2016   Deep learning feature map for content based image retrieval system for remote sensing application  S Jain, T Zaveri, K Prajapati, S Patel
2016   Efficient object detection using convolutional neural network-based hierarchical feature modeling  B Lee, E Erdenee, S Jin, PK Rhee
2016   Deep Feature Learning Architectures for Daily Reservoir Inflow Forecasting  C Li, Y Bai, B Zeng
2016   Contractive ML-ELM for Invariance Robust Feature Extraction  X Jia, H Du
2016   Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations  PJ Schüffler, J Sarungbam, H Muhammad, E Reznik
2016   Feature synthesis with deep learning for data science challenges  CN Tran
2016   Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations  FJ Ordonez Morales, D Roggen
2016   Feature-Level Change Detection Using Deep Representation and Feature Change Analysis for Multispectral Imagery  H Zhang, M Gong, P Zhang, L Su, J Shi
2016   A Novel Pixel Neighborhood Differential Statistic Feature for Pedestrian and Face Detection  J Shen, X Zuo, J Li, W Yang, H Ling
2016   A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness  A Mozaffari, KA Scott, NL Azad
2016   Different Feature Combination Rules in CNNs for Face Detection  Q Xu, L Zhang
2016   Survey on Feature Extraction and Applications of Biosignals  A Supratak, C Wu, H Dong, K Sun, Y Guo
2016   Structured Feature Learning for Pose Estimation  X Chu, W Ouyang, H Li, X Wang
2016   LIFT: Learned Invariant Feature Transform  KM Yi, E Trulls, V Lepetit, P Fua
2016   Class-specific mid-level feature learning with the Discriminative Group-wise Beta-Bernoulli process restricted Boltzmann machines  HJ Lee, KS Hong
2016   Automatic Defect Classification Without Sampling and Feature Selection  W Chang, R Olavarria, K Rao
2016   Incremental PCANet: A Lifelong Learning Framework to Achieve the Plasticity of both Feature and Classifier Constructions  WL Hao, Z Zhang
2016   Modality-specific and hierarchical feature learning for RGB-D hand-held object recognition  X Lv, X Liu, X Li, X Li, S Jiang, Z He
2016   Unsupervised Local Deep Feature for Image Recognition  Y Wang, X Wang, W Liu
2016   Deep Feature Flow for Video Recognition  X Zhu, Y Xiong, J Dai, L Yuan, Y Wei
2016   Polarimetric SAR Feature Extraction With Neighborhood Preservation-Based Deep Learning  H Liu, S Yang, S Gou, D Zhu, R Wang, L Jiao
2016   Improved cyclostationary feature detection based on correlation between the signal and noise  J Zhang, L Zhang, H Huang, XJ Jing
2016   Recurrent Coevolutionary Latent Feature Processes for Continuous-Time Recommendation  H Dai, Y Wang, R Trivedi, L Song
2016   Semi-Supervised Feature Transformation for Tissue Image Classification  K Watanabe, T Kobayashi, T Wada
2015   Unsupervised Joint Feature Learning and Encoding for RGB-D Scene Labeling  A Wang, J Lu, J Cai, G Wang, TJ Cham
2015   Unsupervised feature selection based on spectral regression from manifold learning for facial expression recognition  L Wang, K Wang, R Li
2015   Robust feature learning by improved auto-encoder from non-Gaussian noised images  D Zhao, B Guo, J Wu, W Ning, Y Yan
2015   Bone disease prediction and phenotype discovery using feature representation over electronic health records  H Li, X Li, X Jia, M Ramanathan, A Zhang
2015   Algorithm and Theoretical Analysis for Domain Adaptation Feature Learning with Linear Classifiers  W Jiang, F Nie, FK Chung, H Huang
2015   DLANet: A Manifold-Learning-based Discriminative Feature Learning Network for Scene Classification  Z Feng, L Jin, D Tao, S Huang
2015   Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data  SH Khan, M Bennamoun, F Sohel, R Togneri
2015   Discriminative Feature Learning with Constraints of Category and Temporal for Action Recognition  Z Wu, S Wan, P Jin, L Yue
2015   Building Feature Space of Extreme Learning Machine with Sparse Denoising Stacked-autoencoder  W Huang, F Sun
2015   Exemplar Based Deep Discriminative and Shareable Feature Learning for Scene Image Classification  Z Zuo, G Wang, B Shuai, L Zhao, Q Yang
2015   Improving Feature Learning, Feature Selection, and Classification in Facial Expression Analysis  P Liu
2015   Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy  Z Peng, Y Li, Z Cai, L Lin
2015   Latent subclass learning-based unsupervised ensemble feature extraction method for hyperspectral image classification  W Wei, Y Zhang, C Tian
2015   Deep Learning Based Feature Selection for Remote Sensing Scene Classification  Q Zou, L Ni, T Zhang, Q Wang
2015   Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks  YG Jiang, Z Wu, J Wang, X Xue, SF Chang
2015   Deeply-Learned Feature for Age Estimation  X Wang, R Guo, C Kambhamettu
2015   An Experimental Comparison of Feature Selection Methods on Two-Class Biomedical Datasets  P Drotár, J Gazda, Z Smékal
2015   EEG Based Emotion Identification Using Unsupervised Deep Feature Learning  X Li, P Zhang, D Song, G Yu, Y Hou, B Hu
2015   A novel feature extraction method using deep neural network for rolling bearing fault diagnosis  W Lu, X Wang, C Yang, T Zhang
2015   Deep Feature for Text-dependent Speaker Verification  Y Liu, Y Qian, N Chen, T Fu, Y Zhang, K Yu
2015   Simultaneous Feature Learning and Hash Coding with Deep Neural Networks  H Lai, Y Pan, Y Liu, S Yan
2015   Deep Feature Selection: Theory and Application to Identify Enhancers and Promoters  Y Li, CY Chen, WW Wasserman
2015   SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models  F Pavón, J Vega, SD Canto
2015   A Theory of Feature Learning  B van Rooyen, RC Williamson
2015   Learning hierarchical feature representation for RGB-D object recognition  SQ Tu, YG Xue, X Zhang, XL Huang, HK Lin
2015   Stacked denoise autoencoder based feature extraction and classification for hyperspectral images  C Xing, L Ma, X Yang
2015   Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning  J Wang, Y He, C Kang, S Xiang, C Pan
2015   Augmented Feature Fusion for Image Retrieval System  Y Zhou, D Zeng, S Zhang, Q Tian
2015   Feature Learning Using Stacked Autoencoders to Predict the Activity of Antimicrobial Peptides  F Camacho, R Torres, R Ramos
2015   Learning Hierarchical Feature Representation in Depth Image  Y Liu, P Lasang, Q Sun, M Siegel
2015   Feature Fusion Based Image Retrieval Using Deep Learning⋆  Q Xua, S Jiangb, W Huangb, F Yeb, S Xub
2015   Deep feature learning with relative distance comparison for person re-identification  S Ding, L Lin, G Wang, H Chao
2015   Image Classification Using Convolutional Neural Networks With Multi-stage Feature  J Yim, J Ju, H Jung, J Kim
2015   Systems, Apparatuses, And Methods For Deep Learning Of Feature Detectors With Sparse Coding  T Lin, H Kung
2015   Essential feature extraction of driving behavior using a deep learning method  HL Liu, T Taniguchi, Y Tanaka, K Takenaka, T Bando
2015   Feature Fusion, Feature Selection and Local N-ary Patterns for Object Recognition and Image Classification  W Sheng
2015   Data Stream Classification using Random Feature Functions and Novel Method Combinations  D Marrón, J Read, A Bifet, N Navarro
2015   Feature Pooling by Learning  L Xu, W Lin, CCJ Kuo
2015   Deep neural network-based bottleneck feature and denoising autoencoder-based dereverberation for distant-talking speaker identification  Z Zhang, L Wang, A Kai, T Yamada, W Li, M Iwahashi
2015   Large Margin Coupled Feature Learning for cross-modal face recognition  Y Jin, J Lu, Q Ruan
2015   Probabilistic slow feature analysis‐based representation learning from massive process data for soft sensor modeling  C Shang, B Huang, F Yang, D Huang
2015   Multi Feature Tri-Shot Edge Model For Improved Face Recognition Using Facial Features And Sectional Cavity Measure  P Ramaraj, M Prabakaran
2015   Multi-sparse Descriptor: A Scale Invariant Feature for Pedestrian Detection  Y Liu, P Lasang, M Siegel, Q Sun
2015   Novel Segmented Stacked AutoEncoder for Effective Dimensionality Reduction and Feature Extraction in Hyperspectral Imaging  J Zabalza, J Ren, J Zheng, H Zhao, C Qing, Z Yang
2015   Feature Extraction Using Pre-Trained Convolutive Bottleneck Nets For Dysarthric Speech Recognition  Y Takashima, T Nakashika, T Takiguchi, Y Ariki
2015   Feature Classification By Means Of Deep Belief Networks For Speaker Recognition  OG Pooyan Safari, J Hernando
2015   Feature assembly method for extracting relations in Chinese  Y Chen, Q Zheng, P Chen
2015   Enhanced gesture-based human-computer interaction through a Compressive Sensing reduction scheme of very large and efficient depth feature descriptors  T Mantecon, A Mantecon, CR del
2015   Structured Feature Selection  T Gao, Z Wang, Q Ji
2015   Stage-wise Training: An Improved Feature Learning Strategy for Deep Models  E Barshan, P Fieguth
2015   Learning Multi-channel Deep Feature Representations for Face Recognition  X Chen, M Aslan, K Zhang, T Huang
2015   Hierarchical Feature Extraction for Efficient Design of Microfluidic Flow Patterns  KG Lore, D Stoecklein, M Davies
2015   Image Feature Learning for Cold Start Problem in Display Advertising  K Mo, B Liu, L Xiao, Y Li, J Jiang
2015   MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching  X Han, T Leung, Y Jia, R Sukthankar, AC Berg
2015   Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks  A Dosovitskiy, P Fischer, J Springenberg, M Riedmiller
2015   Learning Compact Feature Descriptor and Adaptive Matching Framework for Face Recognition  Z Li, D Gong, X Li, D Tao
2015   Analysis Of Invariant Feature Based Multistage Classifier For Compressed-Domain Ship Detection And Recognition  APONS KUMAR, D SHANKAR
2015   Active Learning with Clustering and Unsupervised Feature Learning  S Berardo, E Favero, N Neto
2015   Reverberant speech recognition combining deep neural networks and deep autoencoders augmented with a phone-class feature  M Mimura, S Sakai, T Kawahara
2015   A Novel Visual Attention Framework using Unsupervised Feature Learning for Road Scene Understanding  Y Mao, Q Meng, M Chen
2015   Improving Pedestrian Detection with Selective Gradient Self-Similarity Feature  S Wu, R Laganière, P Payeur
2015   Shape Feature Encoding via Fisher Vector for Efficient Fall Detection in Depth-Videos  M Aslan, A Sengur, Y Xiao, H Wang, MC Ince, X Ma
2015   Fast Traffic Sign Recognition with a Rotation Invariant Binary Pattern Based Feature  S Yin, P Ouyang, L Liu, Y Guo, S Wei
2015   Transferring Rich Feature Hierarchies for Robust Visual Tracking  N Wang, S Li, A Gupta, DY Yeung
2015   Collaborative Feature Learning from Social Media  C Fang, H Jin, J Yang, Z Lin
2015   Fingerprint Image Enhancement Using Unsupervised Hierarchical Feature Learning  M Sahasrabudhe
2015   An Efficient and Effective Convolutional Auto-Encoder Extreme Learning Machine Network for 3D Feature Learning  Y Wang, Z Xie, K Xu, Y Dou, Y Lei
2015   Unsupervised Deep Feature Extraction for Remote Sensing Image Classification  A Romero, C Gatta, G Camps
2015   A Deep Feature based Multi-kernel Learning Approach for Video Emotion Recognition  W Li, F Abtahi, Z Zhu
2015   Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets  S Basu, M Karki, S Ganguly, R DiBiano
2015   Unsupervised Feature Learning for Optical Character Recognition  DK Sahu, CV Jawahar
2015   MMSS: Multi-modal Sharable and Specific Feature Learning for RGB-D Object Recognition  A Wang, J Cai, J Lu, TJ Cham
2015   Maximum Entropy PDF Design Using Feature Density Constraints: Applications in Signal Processing  P Baggenstoss
2015   Clustering Data of Mixed Categorical and Numerical Type with Unsupervised Feature Learning  D Lam, M Wei, D Wunsch
2015   Topologically Ordered Feature Extraction Based on Sparse Group Restricted Boltzmann Machines  Z Chena, S Xionga, Z Fangb, R Zhanga, X Konga
2015   Deep Learning for Feature Extraction of Arabic Handwritten Script  M Elleuch, N Tagougui, M Kherallah
2015   Knowledge Representation for Image Feature Extraction  N Karna, I Suwardi, N Maulidevi
2015   Daily reservoir inflow forecasting using multiscale deep feature learning with hybrid models  Y Bai, Z Chen, J Xie, C Li
2015   Deep Neural Network Based Spectral Feature Mapping for Robust Speech Recognition  K Han, Y He, D Bagchi, E Fosler
2015   Learning Feature Hierarchies: A Layer-wise Tag-embedded Approach  Z Yuan, C Xu, J Sang, S Yan, M Hossain
2015   Projective Feature Learning for 3D Shapes with Multi‐View Depth Images  Z Xie, K Xu, W Shan, L Liu, Y Xiong, H Huang
2015   Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection  H Kataoka, K Iwata, Y Satoh
2015   Slow and Steady Feature Analysis: Higher Order Temporal Coherence in Video  D Jayaraman, K Grauman
2015   Detectionn guided deconvolutional network for hierarchical feature learning  B Liu, J Liu, H Lu
2015   High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps  Z Zhong, L Jin, Z Xie
2015   Higher-level Feature Combination via Multiple Kernel Learning for Image Classification  W Luo, J Yang, W Xu, J Li, J Zhang
2015   Deep Learning with GPU Technology for Image & Feature Recognition  AB Lowndes
2015   Multiple Convolutional Neural Network for Feature Extraction  GW Yang, HF Jing
2015   Recognition of handwritten characters using local gradient feature descriptors  O Surinta, MF Karaaba, LRB Schomaker, MA Wiering
2015   Unsupervised Feature Learning in Computer Vision  R Goroshin
2015   Learning Visual Feature Spaces for Robotic Manipulation with Deep Spatial Autoencoders  C Finn, XY Tan, Y Duan, T Darrell, S Levine, P Abbeel
2015   Convolutional Feature Learning and Hybrid CNN-HMM Model for Scene Number Recognition  Q Guo, F Wang, J Lei, D Tu, G Li
2015   Human Action Recognition via Multi-task Learning base on Spatial-temporal Feature  W Guo, G Chen
2015   Quad-Tree based Image Encoding Methods for Data-Adaptive Visual Feature Learning  C Zhang, X Liang, T Matsuyama
2015   Locality Sensitive Batch Feature Extraction For High-dimensional Data  J Ding, C Wen, G Li, CS Chua
2015   Local Visual Feature Fusion via Maximum Margin Multimodal Deep Neural Network  Z Ren, Y Deng, Q Dai
2015   Object Level Deep Feature Pooling for Compact Image Representation  KR Mopuri, RV Babu
2015   A feature selection method for comparision of each concept in big data  T Nakanishi
2015   Unsupervised Feature Learning for Dense Correspondences across Scenes  C Zhang, C Shen
2015   DNN feature compensation for noise robust speaker verification  S Du, X Xiao, ES Chng
2015   Head detection based on convolutional neural network with multi-stage weighted feature  T Rui, J Fei, P Cui, Y Zhou, H Fang
2015   Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data  M Hajinoroozi, TP Jung, CT Lin, Y Huang
2015   Incremental extreme learning machine based on deep feature embedded  J Zhang, S Ding, N Zhang, Z Shi
2015   A Multiobjective Sparse Feature Learning Model for Deep Neural Networks  M Gong, J Liu, H Li, Q Cai, L Su
2015   Unsupervised feature learning for scene classification of high resolution remote sensing image  M Fu, Y Yuan, X Lu
2015   Feature Spaces-based Transfer Learning  H Zuo, G Zhang, V Behbood, J Lu
2015   Improved Deep Speaker Feature Learning for Text-Dependent Speaker Recognition  L Li, Y Lin, Z Zhang, D Wang
2015   The Neural-SIFT Feature Descriptor for Visual Vocabulary Object Recognition  S Jansen
2015   Feature maps driven no-reference image quality prediction of authentically distorted images  D Ghadiyaram, A Bovik
2015   Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions  D Tuia, R Flamary, N Courty
2015   Experimental Study of Unsupervised Feature Learning for HEp-2 Cell Images Clustering  Y Zhao, Z Gao, L Wang, L Zhou
2015   Feature Learning based Deep Supervised Hashing with Pairwise Labels  WJ Li, S Wang, WC Kang
2015   Grasp Type Revisited: A Modern Perspective on A Classical Feature for Vision  Y Yang, C Fermüller, Y Li, Y Aloimonos
2015   Learning Discriminative Feature Representations for Visual Categorization  L Liu
2015   Speech emotion recognition with unsupervised feature learning  Z HUANG, W XUE, Q MAO
2015   Feature Discovery by Deep Learning for Aesthetic Analysis of Evolved Abstract Images  A Campbell, V Ciesielksi, AK Qin
2015   Deep Feature Learning for Tibetan Speech Recognition using Sparse Auto-encoder  H Wang, Y Zhao, XF Liu, XN Xu, L Wang, N Zhou
2015   DeepContour: A Deep Convolutional Feature Learned by Positive-sharing Loss for Contour Detection draft version, CVPR2015  W Shen, X Wang, Y Wang, X Bai, Z Zhang
2015   Deep Feature Learning for EEG Recordings  S Stober, A Sternin, AM Owen, JA Grahn
2015   DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking  H Li, Y Li, F Porikli
2015   Spatio-temporal feature points detection and extraction based on convolutional neural network  C Yang, Q Liu, Y Liang
2015   Design of Fuzzy k-Nearest Neighbors Classifiers based on Feature Extraction by using Stacked Autoencoder  석범노, 성권오
2015   A Novel Feature Extraction Method for Scene Recognition Based on Centered Convolutional Restricted Boltzmann Machines  J Gao, J Yang, G Wang, M Li
2015   Semi-supervised learning and feature evaluation for RGB-D object recognition  Y Cheng, X Zhao, K Huang, T Tan
2015   Deep Computation Model for Unsupervised Feature Learning on Big Data  Q Zhang, LT Yang, Z Chen
2015   Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning  G Wu, MJ Kim, Q Wang, B Munsell, D Shen
2015   Feature Extraction Based on Generating Bayesian Network  K Nishino, M Inaba
2015   Facial Expression Recognition Using Feature Vectors  P Rajeswari, S Valarmathy, MG Sumithra
2015   Efficient Deep Feature Learning and Extraction via StochasticNets  MJ Shafiee, P Siva, P Fieguth, A Wong
2015   Hierarchical Feature Learning With Dropout K-Means for Hyperspectral Image Classification  F Zhang, B Du, L Zhang, L Zhang
2015   Hierarchical Invariant Feature Learning with Marginalization for Person Re-Identification  RR Varior, G Wang
2015   Multi-layer feature extractions for image classification—Knowledge from deep CNNs  K Ueki, T Kobayashi
2015   Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning.  G Wu, MJ Kim, Q Wang, B Munsell, D Shen
2015   A Hierarchal BoW for Image Retrieval by Enhancing Feature Salience  F Jiang, HM Hu, J Zheng, B Li
2015   Hierachical Feature Extraction by Multi-layer Non-negative Matrix Factorization Network for Classification Task  HA Song, BK Kim, TL Xuan, SY Lee
2015   Feature representation for statistical-learning-based object detection: a review  Y Li, S Wang, Q Tian, X Ding
2015   Object Detection Networks on Convolutional Feature Maps  S Ren, K He, R Girshick, X Zhang, J Sun
2015   DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning  H Nguyen, HT Ho, V Patel, R Chellappa
2015   Robust ASR using neural network based speech enhancement and feature simulation  S Sivasankaran, AA Nugraha, E Vincent
2015   Analysis of Feature Extracting Ability for Cutting State Monitoring Using Deep Belief Networks  Y Fu, Y Zhang, H Qiao, D Li, H Zhou, J Leopold
2015   Feature Learning for Classifying Drum Components from Nonnegative Matrix Factorization  M Leimeister
2015   Facial age estimation by using stacked feature composition and selection  Y Li, Z Peng, D Liang, H Chang, Z Cai
2015   Generic Feature Learning in Computer Vision  DK Nithin, PB Sivakumar
2015   Manifold learning in sparse selected feature subspaces  Y Fang, Y Zheng, C Yu
2015   Improving deep convultional neural networks with unsupervised feature learning  K Nguyen Thanh, CB Fookes, S Sridharan
2015   State of health estimation combining robust deep feature learning with support vector regression  LQ Qiao, LJ Xun
2015   Feature Selection and Non-Euclidean Dimensionality Reduction: Application to Electrocardiology  DY Jung
2015   Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks  S Azizi, F Imani, B Zhuang, A Tahmasebi, JT Kwak
2015   Deep Feature Representation via Multiple Stack Auto-Encoders  M Xiong, J Chen, Z Wang, C Liang, Q Zheng, Z Han
2015   Automatic Feature Learning for Glaucoma Detection Based on Deep Learning  X Chen, Y Xu, S Yan, DWK Wong, TY Wong, J Liu
2015   Feature Learning HyperNEAT: Evolving Neural Networks to Extract Features for Classification of Maritime Satellite Imagery  P Verbancsics, J Harguess
2015   Microvascular morphological type recognition using trainable feature extractor  DX Xue, R Zhang, RS Zhu
2015   Discriminative Quadratic Feature Learning for Handwritten Chinese Character Recognition  MK Zhou, XY Zhang, F Yin, CL Liu
2014   Discriminative Kernel Feature Extraction and Learning for Object Recognition and Detection  H Pan, SI Olsen, Y Zhu
2014   C-SVDDNet: An Effective Single-Layer Network for Unsupervised Feature Learning  D Wang, X Tan
2014   Hough Networks for Head Pose Estimation and Facial Feature Localization  G Riegler, D Ferstl, M Rüther, H Bischof
2014   Audio-only bird classification using unsupervised feature learning  D Stowell, MD Plumbley
2014   Wind Power Prediction and Pattern Feature Based on Deep Learning Method  Y Tao, H Chen, C Qiu
2014   Unsupervised feature learning on monaural DOA estimation using convolutional deep belief networks  Y Chen, M Zhu, N Epain, C Jin
2014   Feature Learning Based Approach for Weed Classification Using High Resolution Aerial Images from a Digital Camera Mounted on a UAV  C Hung, Z Xu, S Sukkarieh
2014   TANDEM-bottleneck feature combination using hierarchical Deep Neural Networks  M Ravanelli, VH Do, A Janin
2014   Multiple time-span feature fusion for deep neural network modeling  C Ni, NF Chen, B Ma
2014   Adaptive Information-Theoretical Feature Selection for Pattern Classification  L Avdiyenko, N Bertschinger, J Jost
2014   Unsupervised Feature Learning For Bootleg Detection Using Deep Learning Architectures  M Buccoli, P Bestagini, M Zanoni, A Sarti, S Tubaro
2014   Learning Local Receptive Fields in Deep Belief Networks for Visual Feature Detection  D Turcsany, A Bargiela
2014   Sharing Model With Multi-Level Feature Representations  L Shen, G Sun, S Wang, E Wu, Q Huang
2014   Da-ccd: A novel action representation by deep architecture of local depth feature  Y Liu, L Qin, Z Cheng, Y Zhang, W Zhang, Q Huang
2014   Do More Dropouts in Pool5 Feature Maps for Better Object Detection  Z Shen, X Xue
2014   A Study of Feature Combination in Gesture Recognition with Kinect  NQ Pham, HS Le, DD Nguyen, TG Ngo
2014   Feature Learning from Incomplete EEG with Denoising Autoencoder  J Li, Z Struzik, L Zhang, A Cichocki
2014   Facial Feature Point Detection: A Comprehensive Survey  N Wang, X Gao, D Tao, X Li
2014   Feature Selection And Extraction For Babyface Recognition  YT Tsai, MC Yeh
2014   Pre-release sales forecasting: A model-driven context feature extraction approach  CH Tian, Y Wang, WT Mo, FC Huang, WS Dong
2014   Unsupervised Feature Learning for RGB-D Image Classification  IH Jhuo, S Gao, L Zhuang, DT Lee, Y Ma
2014   Attentional Neural Network: Feature Selection Using Cognitive Feedback  Q Wang, J Zhang, S Song, Z Zhang
2014   Unsupervised Domain Adaptation with Feature Embeddings  Y Yang, J Eisenstein
2014   Learning Feature Representations with a Cost-Relevant Sparse Autoencoder  M Längkvist, A Loutfi
2014   Exploiting high level feature for dynamic textures recognition  Y Wang, S Hu
2014   Sparse, guided feature connections in an Abstract Deep Network  A Knittel, A Blair
2014   Feature Weight Tuning for Recursive Neural Networks  J Li
2014   Integrating Stroke-Distribution Information Into Spatial Feature Extraction For Automatic Handwriting Recognition  RS Dixon, JG Dolfing, U Meier, JR Bellegarda
2014   Unsupervised Feature Pre-training of the Scattering Wavelet Transform for Musical Genre Recognition  M Kleć, D Koržinek
2014   Local deep feature learning framework for 3D shape  S Bu, P Han, Z Liu, J Han
2014   Geodesic Invariant Feature (GIF): A Local Descriptor in Depth  Y Liu, P Lasang, M Siegel, Q Sun
2014   Features in Concert: Discriminative Feature Selection meets Unsupervised Clustering  M Leordeanu, A Radu, R Sukthankar
2014   Feature Mapping of Multiple Beamformed Sources for Robust Overlapping Speech Recognition Using a Microphone Array  W Li, L Wang, Y Zhou, J Dines, M Magimai
2014   Periocular Recognition using Unsupervised Convolutional RBM Feature Learning  L Nie, SZ Kumar
2014   Prosodic, spectral and voice quality feature selection using a long-term stopping criterion for audio-based emotion recognition  M Kächele, D Zharkov, S Meudt, F Schwenker
2014   Supervised feature learning via ℓ2-norm regularized logistic regression for 3D object recognition  F Zou, Y Wang, Y Yang, K Zhou, Y Chen, J Song
2014   Regularized Hierarchical Feature Learning with Non-Negative Sparsity and Selectivity for Image Classification  B Liu, J Liu, X Bai, H Lu
2014   Feature learning based on SAE-PCA network for Human gesture recognition in RGBD images  SZ Li, B Yu, W Wu, SZ Su, RR Ji
2014   Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation  W Huang, Y Yang, Z Lin, GB Huang, J Zhou, Y Duan
2014   Feature extraction with stacked autoencoders for epileptic seizure detection  A Supratak, L Li, Y Guo
2014   Multi-level gene/MiRNA feature selection using deep belief nets and active learning  R Ibrahim, NA Yousri, MA Ismail, NM El
2014   Feature representation with Deep Gaussian processes  A Damianou
2014   High-Order Semi-RBMs and Deep Gated Neural Networks for Feature Interaction Identification and Non-Linear Semantic Indexing  R Min, B Bai
2014   Meta-parameter free unsupervised sparse feature learning  A Romero, P Radeva, C Gatta
2014   HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection  B Han, B He, T Sun, M Ma, A Lendasse
2014   Feature Selection Based on Dependency Margin  Y Liu, F Tang, Z Zeng
2014   Feature Representation Learning in Deep Neural Networks  D Yu, L Deng
2014   Emotion Recognition in the Wild with Feature Fusion and Multiple Kernel Learning  JK Chen, Z Chen, Z Chi, H Fu
2014   Prototype-Based Discriminative Feature Learning for Kinship Verification  H Yan, J Lu, X Zhou
2014   Visual Causal Feature Learning  K Chalupka, P Perona, F Eberhardt
2014   Fingerprint Enhancement Using Unsupervised Hierarchical Feature Learning  M Sahasrabudhe, AM Namboodiri