Deep Learning Publication Navigator - subtopic: features

Year TitleAuthor
2017   Performance Comparison of Two Types of Auditory Perceptual Features in Robust Underwater Target Classification  L Yang, K Chen
2017   What You Expect is NOT What You Get! Questioning Reconstruction/Classification Correlation of Stacked Convolutional Auto-Encoder Features  M Alberti, M Seuret, R Ingold, M Liwicki
2017   Action Recognition Based on Features Fusion and 3D Convolutional Neural Networks  L Liu, F Hu, J Zhao
2017   Facial Expression Recognition with Fusion Features Extracted from Salient Facial Areas  Y Liu, Y Li, X Ma, R Song
2017   Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition  X Wang, L Lu, H Shin, L Kim, M Bagheri, I Nogues
2017   Discriminative Acoustic Features for Deployable Speech Recognition  A Faria
2017   Study of Engineered Features and Learning Features in Machine Learning-A Case Study in Document Classification  A Sen, S Ghosh, D Kundu, D Sarkar, J Sil
2017   A Robust Approach for Human Activity Recognition Using 3-D Body Joint Motion Features with Deep Belief Network.  M Uddin, J Kim
2017   Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection  S Azizi, P Mousavi, P Yan, A Tahmasebi, JT Kwak
2017   Soccer Player Recognition using Spatial Constellation Features and Jersey Number Recognition  S Gerke, A Linnemann, K Müller
2017   On deeply learning features for automatic person image re-identification  LR Oliveira, L Schnitman, RP Lemes, AC Loula
2017   A facial expression recognition system using robust face features from depth videos and deep learning  MZ Uddin, MM Hassan, A Almogren, M Zuair, G Fortino
2017   Localization and diagnosis framework for pediatric cataracts based on slit-lamp images using deep features of a convolutional neural network  X Liu, J Jiang, K Zhang, E Long, J Cui, M Zhu, Y An
2017   Learning Robust Features with Incremental Auto-Encoders  Y Li, D Wang
2017   A comparison on multiple level features for fusion hyperspectral and LiDAR data  W Liao, A Pizurica, R Luo, W Philips
2017   A Robust Approach for Human Activity Recognition Using 3-D Body Joint Motion Features with Deep Belief Network  MZ Uddin, J Kim
2017   A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation  J Park, YW Tai, D Cho, IS Kweon
2017   Pedestrian detection based on multi-convolutional features by feature maps pruning  T Rui, J Zou, Y Zhou, H Fang, Q Gao
2017   Deep Learning Features at Scale for Visual Place Recognition  Z Chen, A Jacobson, N Sunderhauf, B Upcroft, L Liu
2017   Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse  EM Ponti, A Korhonen
2017   Scene Classification Using Multi-Resolution WAHOLB Features and Neural Network Classifier  GA Montazer, D Giveki
2017   Scene Categorization through Using Objects Represented by Deep Features  S Bai
2017   Handcrafted vs Non-Handcrafted Features for computer vision classification  L Nanni, S Ghidoni, S Brahnam
2017   Greedy Search for Descriptive Spatial Face Features  C Gacav, B Benligiray, C Topal
2017   Land-Use Classification via Extreme Learning Classifier Based on Deep Convolutional Features  Q Weng, Z Mao, J Lin, W Guo
2017   A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients  J Dolz, N Reyns, N Betrouni, D Kharroubi, M Quidet
2017   Screening Mississippi River Levees Using Texture-Based and Polarimetric-Based Features from Synthetic Aperture Radar Data  L Dabbiru, JV Aanstoos, JE Ball, NH Younan
2017   Incorporating Rich Features into Deep Knowledge Tracing  L Zhang, X Xiong, S Zhao, A Botelho, NT Heffernan
2017   Using Mise-En-Sc\ene Visual Features based on MPEG-7 and Deep Learning for Movie Recommendation  Y Deldjoo, M Quadrana, M Elahi, P Cremonesi
2017   Learning Spatiotemporal Features for Infrared Action Recognition with 3D Convolutional Neural Networks  Z Jiang, V Rozgic, S Adali
2017   How Deep Learning Extracts and Learns Leaf Features for Plant Classification  SH Lee, CS Chan, SJ Mayo, P Remagnino
2017   Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification  J Yang, YQ Zhao, JCW Chan
2017   Characterisation of voice quality of Parkinson" s disease using differential phonological posterior features  M Cernak, JR Orozco
2017   Learning and Evaluating Musical Features with Deep Autoencoders  M Bretan, S Oore, D Eck, L Heck
2017   Lung cancer classification using deep learned features on low population dataset  SM Salaken, A Khosravi, A Khatami, S Nahavandi
2017   Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos  IC Duta, B Ionescu, K Aizawa, N Sebe
2017   Comparison of breast DCE-MRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with …  BQ Huynh, N Antropova, ML Giger
2017   From features to speaker vectors by means of restricted Boltzmann machine adaptation  P Safari, O Ghahabi
2017   Three-Class Mammogram Classification Based on Descriptive CNN Features  MM Jadoon, Q Zhang, IU Haq, S Butt, A Jadoon
2017   New transformed features generated by deep bottleneck extractor and a GMM–UBM classifier for speaker age and gender classification  AA Mallouh, Z Qawaqneh, BD Barkana
2017   Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation  J Egede, M Valstar, B Martinez
2017   Deep learning of micro-Doppler features for aided and unaided gait recognition  MS Seyfioğlu, SZ Gürbüz, AM Özbayoğlu, M Yüksel
2017   Deep Fault Recognizer: An Integrated Model to Denoise and Extract Features for Fault Diagnosis in Rotating Machinery  X Guo, C Shen, L Chen
2017   Automatic Eye Type Detection in Retinal Fundus Image Using Fusion of Transfer Learning and Anatomical Features  PK Roy, R Chakravorty, S Sedai, D Mahapatra
2017   Dense and Sparse Labeling with Multi-Dimensional Features for Saliency Detection  Y Yuan, C Li, J Kim, W Cai, DD Feng
2017   AENet: Learning Deep Audio Features for Video Analysis  N Takahashi, M Gygli, L Van Gool
2017   Deep Features Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network  M Chen, X Shi, Y Zhang, D Wu, M Guizani
2017   Learning Affective Features with a Hybrid Deep Model for Audio-Visual Emotion Recognition  S Zhang, S Zhang, T Huang, W Gao, Q Tian
2017   Stacking-based Deep Neural Network: Deep Analytic Network on Convolutional Spectral Histogram Features  CY Low, ABJ Teoh
2017   Robust Local Features for Remote Face Recognition  J Chen, V Patel, L Liu, V Kellokumpu, G Zhao
2017   On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition  AMC Martinez, SH Mallidi, BT Meyer
2017   Neural Features for Pedestrian Detection  C Li, X Wang, W Liu
2017   Segmenting Atrial Fibrosis from Late Gadolinium-Enhanced Cardiac MRI by Deep-Learned Features with Stacked Sparse Auto-Encoders  S Haldar, E Nyktari, X Ye, G Slabaugh, T Wong
2017   Interpreting the features for domain experts Using WIDE learning  S Banerjee, T Chattopadhyay, A Mukherjee
2017   A Systematic Literature Review on Features of Deep Learning in Big Data Analytics.  NF Hordri, A Samar, SS Yuhaniz, SM Shamsuddin
2017   Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure  HM Bui, M Lech, E Cheng, K Neville, IS Burnett
2017   SkeletonNet: Mining Deep Part Features for 3D Action Recognition  Q Ke, S An, M Bennamoun, F Sohel, F Boussaid
2017   Facial Expression Recognition Utilizing Local Direction-based Robust Features and Deep Belief Network  MZ Uddin, MM Hassan, A Almogren, A Alamri
2017   A scalable deep learning platform for identifying geologic features from seismic attributes  L Huang, X Dong, TE Clee
2017   Image Retrieval Using Fused Deep Convolutional Features  H Liu, B Li, X Lv, Y Huang
2017   Content-Based Image Retrieval with Compact Deep Convolutional Features  A Alzu'bi, A Amira, N Ramzan
2017   Disaster damage detection through synergistic use of deep learning and 3D point cloud features derived from very high resolution oblique aerial images, and multiple- …  A Vetrivel, M Gerke, N Kerle, F Nex, G Vosselman
2017   Comparing Humans and Deep Learning Performance for Grading AMD: A Study in Using Universal Deep Features and Transfer Learning for Automated AMD …  P Burlina, KD Pacheco, N Joshi, DE Freund
2017   Adaptive Parallel Elm With Convolutional Features For Big Stream Data  A BUDIMAN
2017   Automatic speaker identification using speech recognition features  HE Secker
2017   DeepDiff: Learning deep difference features on human body parts for person re-identification  Y Huang, H Sheng, Y Zheng, Z Xiong
2017   Exemplar-Based Image and Video Stylization Using Fully Convolutional Semantic Features  F Zhu, Z Yan, J Bu, Y Yu
2017   Deep spatio-temporal features for multimodal emotion recognition  D Nguyen, K Nguyen, S Sridharan, A Ghasemi, D Dean
2017   A novel interest point detector based on convolutional features with unsupervised feature learning  Q Jia, X Wang, L Zhou
2017   Biasing Restricted Boltzmann Machines using Gaussian Filters to Learn Invariant Visual Features  A Yogeswaran, P Payeur
2017   Detection and Localization of Image Forgeries using Resampling Features and Deep Learning  J Bunk, JH Bappy, TM Mohammed, L Nataraj
2017   Deep learning to determine breast cancer estrogen receptor status from nuclear morphometric features in H&E images  RR Rawat, D Ruderman, DB Agus, P Macklin
2017   Deep learning of texture and structural features for multiclass Alzheimer's disease classification  CV Dolph, M Alam, Z Shboul, MD Samad
2017   Deep neural network bottleneck features for bird species verification  J Zhao, Y Xu, D Ke, K Su
2017   DeepCloud: Ground-Based Cloud Image Categorization Using Deep Convolutional Features  L Ye, Z Cao, Y Xiao
2017   Persons-In-Places: a Deep Features Based Approach for Searching a Specific Person in a Specific Location  VT Nguyen, TD Ngo, MT Tran, DD Le, DA Duong
2017   Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification  E Li, J Xia, P Du, C Lin, A Samat
2017   On the relevance of auditory-based Gabor features for deep learning in robust speech recognition  AM Castro Martinez, SH Mallidi, BT Meyer
2017   Vehicle Color Recognition with Vehicle-Color Saliency Detection and Dual-Orientational Dimensionality Reduction of CNN Deep Features  Q Zhang, J Li, L Zhuo, H Zhang, X Li
2017   Adversarial Network Bottleneck Features for Noise Robust Speaker Verification  H Yu, ZH Tan, Z Ma, J Guo
2017   A method based on machine learning using hand-crafted features for crack detection from asphalt pavement surface images  Y Fujita, K Shimada, M Ichihara, Y Hamamoto
2016   Local Binary Features for Texture Classification: Taxonomy and Experimental Study  L Liu, P Fieguth, Y Guo, X Wang, M Pietikäinen
2016   An Empirical Investigation of Word Class-Based Features for Natural Language Understanding  A Celikyilmaz, R Sarikaya, M Jeong, A Deoras
2016   Vehicle Classification using Transferable Deep Neural Network Features  Y Zhou, NM Cheung
2016   Learning Geographical Hierarchy Features via a Compositional Model  X Zhang, Z Li, X Hu
2016   Measuring cues for stand-off deception detection based on full-body nonverbal features  H Bouma, G Burghouts, R den Hollander
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   Characteristic Curricular Design Elements and (Deeper-Level) Quality Features of the Student-Centered Classrooms Under Study  S Hoidn
2016   On the impact of non-modal phonation on phonological features  M Cernak, E Nöth, F Rudzicz, H Christensen
2016   Generalizable Features From Unsupervised Learning  M Mirza, A Courville, Y Bengio
2016   Inferring Visual Persuasion via Body Language, Setting, and Deep Features  X Huang, A Kovashka
2016   Learning Unified Features from Natural and Programming Languages for Locating Buggy Source Code  X Huo, M Li, ZH Zhou
2016   Learning Input Features Representations in Deep Learning  A Mosca, GD Magoulas
2016   Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial Features  Y Shan, TR Hoens, J Jiao, H Wang, D Yu, JC Mao
2016   DeepProp: Extracting Deep Features from a Single Image for Edit Propagation  Y Endo, S Iizuka, Y Kanamori, J Mitani
2016   An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network  Y Ma, J He, L Wu, W Qi
2016   Evaluation of multiple features for violent scenes detection  V Lam, S Phan, DD Le, DA Duong, S Satoh
2016   Scale Coding Bag of Deep Features for Human Attribute and Action Recognition  FS Khan, J van de Weijer, RM Anwer, AD Bagdanov
2016   Towards Improving Low-Resource Speech Recognition Using Articulatory and Language Features  M Müller, S Stüker, A Waibel
2016   Acquisition of Visual Features Through Probabilistic Spike-Timing-Dependent Plasticity  A Tavanaei, T Masquelier, AS Maida
2016   Prediction of residue-residue contact matrix for protein-protein interaction with Fisher score features and deep learning  T Du, L Liao, C Wu, B Sun
2016   Bi-modal First Impressions Recognition using Temporally Ordered Deep Audio and Stochastic Visual Features  A Subramaniam, V Patel, A Mishra
2016   A stacked sparse autoencoder based architecture for Punjabi and English spoken language classification using MFCC features  V Arora, P Sood, KU Keshari
2016   Novel Affective Features For Multiscale Prediction Of Emotion In Music  N Kumar, T Guha, CW Huang, C Vaz, SS Narayanan
2016   Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features  T Tamaki, S Sonoyama, T Hirakawa, B Raytchev
2016   Prediction of Bone Loss Rate Based on Oesteoporosis Risk Features  M Phil, KS MCA
2016   Deep learning of tissue fate features in acute ischemic stroke  N Stier, N Vincent, D Liebeskind, F Scalzo
2016   Facial expression recognition in the wild based on multimodal texture features  B Sun, L Li, G Zhou, J He
2016   Automatically Learning Semantic Features for Defect Prediction  S Wang, T Liu, L Tan
2016   Pose from Action: Unsupervised Learning of Pose Features based on Motion  S Purushwalkam, A Gupta
2016   Novel applications of deep learning hidden features for adaptive testing  B Xiao, J Xiong, Y Shi
2016   Deep Complementary Bottleneck Features For Visual Speech Recognition  S Petridis, M Pantic
2016   Deep Belief Network Based Approach to Recognize Handwritten Kannada Characters Using Histogram of Oriented Gradients and Raw Pixel Features  S Karthik, S Murthy
2016   Perceptual Quality Prediction on Authentically Distorted Images Using a Bag of Features Approach  D Ghadiyaram, AC Bovik
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   Using convolutional features and a sparse autoencoder for land-use scene classification  E Othman, Y Bazi, N Alajlan, H Alhichri, F Melgani
2016   Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features  L Baraldi, C Grana, R Cucchiara
2016   Privacy-cnh: A framework to detect photo privacy with convolutional neural network using hierarchical features  L Tran, D Kong, H Jin, J Liu
2016   Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features  H Liang, Q Li
2016   Segmenting Brain Tissues from Chinese Visible Human Dataset by Deep-Learned Features with Stacked Autoencoder  G Zhao, X Wang, Y Niu, L Tan, SX Zhang
2016   Deep Multi-View Representation Learning for Multi-modal Features of the Schizophrenia and Schizo-affective Disorder  J Qi, J Tejedor
2016   Matching User Photos to Online Products with Robust Deep Features  X Wang, Z Sun, W Zhang, Y Zhou, YG Jiang
2016   Automated Diagnosis of Parkinsonian Syndromes by Deep Sparse Filtering-Based Features  A Ortiz, FJ Martínez
2016   A Novel Biologically Mechanism-Based Visual Cognition Model--Automatic Extraction of Semantics, Formation of Integrated Concepts and Re-selection Features for …  P Yin, H Qiao, W Wu, L Qi, YL Li, S Zhong, B Zhang
2016   Learning Robust Uniform Features for Cross-media Social Data by Using Cross Autoencoders  Q Guo, J Jia, G Shen, L Zhang, L Cai, Z Yi
2016   Facial expression recognition based on local region specific features and support vector machines  D Ghimire, S Jeong, J Lee, SH Park
2016   Evaluation of Ground Distances and Features in EMD-based GMM Matching for Texture Classification  H Hao, Q Wang, P Li, L Zhang
2016   Richer Convolutional Features for Edge Detection  Y Liu, MM Cheng, X Hu, K Wang, X Bai
2016   Learning Density Independent Texture Features  M Kallenberg, M Nielsen, K Holland, N Karssemeijer
2016   Large Scale Indexing and Searching Deep Convolutional Neural Network Features  G Amato, F Debole, F Falchi, C Gennaro, F Rabitti
2016   Learning Discriminative Features via Label Consistent Neural Network  Z Jiang, Y Wang, L Davis, W Andrews, V Rozgic
2016   Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition  P Panda, K Roy
2016   DeepList: Learning Deep Features with Adaptive Listwise Constraint for Person Re-identification  J Wang, Z Wang, C Gao, N Sang, R Huang
2016   Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography  G Carneiro, L Oakden
2016   Video Hashing Based on Appearance and Attention Features Fusion via DBN  J Sun, X Liu, W Wan, J Li, D Zhao, H Zhang
2016   Improving Trajectory Modelling for DNN-based Speech Synthesis by using Stacked Bottleneck Features and Minimum Generation Error Training  Z Wu, S King
2016   Text-Independent Voice Conversion Using Deep Neural Network Based Phonetic Level Features  H Zheng, W Cai, T Zhou, S Zhang, M Li
2016   Deep Neural Network Derived Bottleneck Features For Accurate Audio Classification  B Zhang, L Xie, Y Yuan, H Ming, D Huang, M Song
2016   Learning neural network representations using cross-lingual bottleneck features with word-pair information  Y Yuan, CC Leung, L Xie, B Ma, H Li
2016   Accelerated learning of discriminative spatio-temporal features for action recognition  M Varshney, R Rameshan
2016   Learnable Histogram: Statistical Context Features for Deep Neural Networks  Z Wang, H Li, W Ouyang, X Wang
2016   Intelligent Traffic Surveillance System: Object Detection, Classification and Counting using Deep learning Features  YT Wu
2016   Classification of Pulmonary Nodules on Computed Tomography Scans. Evaluation of the Effectiveness of Application of Textural Features Extracted Using Wavelet …  M Sergeeva, I Ryabchikov, M Glaznev, N Gusarova
2016   Visual localization based on sequence matching using ConvNet features  Y Qiao, C Cappelle, Y Ruichek, F Dornaika
2016   Learning Discriminative Features with Class Encoder  H Shi, X Zhu, Z Lei, S Liao, SZ Li
2016   Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features  F Xia, J Zhu, P Wang, AL Yuille
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   GA-based input features and learning parameters selection method for decorrelated neural network ensembel model  J Tang, MY Jia, Z Liu, Z Wu, X Zhou
2016   Combining Software Metrics and Text Features for Vulnerable File Prediction  Y Zhang, D Lo, X Xia, B Xu, J Sun, S Li
2016   No-reference face image assessment based on deep features  G Liu, Y Xu, J Lan
2016   Features Learning and Transformation Based on Deep Autoencoders  E Janvier, T Couronne, N Grozavu
2016   Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images  X Zhou, S Li, F Tang, K Qin, S Hu, S Liu
2016   Sentiment Analysis for Chinese Microblog based on Deep Neural Networks with Convolutional Extension Features  SUN Xiao, LI Chengcheng, REN Fuji
2016   Combining ConvNets with Hand-Crafted Features for Action Recognition Based on an HMM-SVM Classifier  P Wang, Z Li, Y Hou, W Li
2016   Affective interaction recognition using spatio-temporal features and context  J Liang, C Xu, Z Feng, X Ma
2016   Unsupervised learning models of invariant features in images: Recent developments in multistage architecture approach for object detection  S Mittal
2016   Randomized and Dimension Reduced Radial Basis Features for Support Vector Machine  A Hidaka, T Kurita
2016   Deep Saliency with Encoded Low level Distance Map and High Level Features  G Lee, YW Tai, J Kim
2016   Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features With Structure Preservation on 3-D Meshes  Z Han, Z Liu, J Han, CM Vong, S Bu, CLP Chen
2016   Optimized Features Extraction of IRIS Recognition by Using MADLA to Ensure Secure Authentication  S Pravinthraja, K Umamaheswari
2016   Computer-Aided Diagnosis for Breast Ultrasound Using Computerized BI-RADS Features and Machine Learning Methods  J Shan, SK Alam, B Garra, Y Zhang, T Ahmed
2016   Predicting DNA Methylation State of CpG Dinucleotide Using Genome Topological Features and Deep Networks  Y Wang, T Liu, D Xu, H Shi, C Zhang, YY Mo, Z Wang
2016   Learning Saliency Features for Face Detection and Recognition Using Multi-task Network  Q Zhao, SS Ge, M Ye, S Liu, W He
2016   Speaker recognition with hybrid features from a deep belief network  H Ali, SN Tran, E Benetos, ASA Garcez
2016   Fusion and Binarization of CNN Features for Robust Topological Localization across Seasons  R Arroyo, PF Alcantarilla, LM Bergasa, E Romera
2016   A Method of Discriminative Features Extraction for Restricted Boltzmann Machines  S Guo, C Zhou, B Wang, S Zhou
2016   Very Simple Classifier: a Concept Binary Classifier toInvestigate Features Based on Subsampling and Localility  L Masera, E Blanzieri
2016   Transferred Deep Convolutional Neural Network Features for Extensive Facial Landmark Localization  S Zhang, H Yang, ZP YIN
2016   Object detection in pleiades images using deep features  M Dahmane, S Foucher, M Beaulieu, F Riendeau
2016   Person re-identification based on deep spatio-temporal features and transfer learning  S Wang, C Zhang, L Duan, L Wang, S Wu, L Chen
2016   Exploring deep features from brain tumor magnetic resonance images via transfer learning  R Liu, LO Hall, DB Goldgof, M Zhou, RA Gatenby
2016   Learning perceptual texture similarity and relative attributes from computational features  J Lou, L Qi, J Dong, H Yu, G Zhong
2016   Assessing diffusion of spatial features in deep belief networks  H Tosun, B Mitchell, J Sheppard
2016   Combining Semantic and Geometric Features for Object Class Segmentation of Indoor Scenes  F Husain, H Schulz, B Dellen, C Torras, S Behnke
2016   A car-face region-based image retrieval method with attention of SIFT features  C Zhang, X Wang, J Feng, Y Cheng, C Guo
2016   Improving Trajectory Modelling for DNN-based Speech Synthesis by using Stacked Bottleneck Features and Minimum Trajectory Error Training  Z Wu, S King
2016   Node-By-Node Greedy Deep Learning for Interpretable Features  K Wu, M Magdon
2016   Sleep Stage Scoring Using Joint Frequency-Temporal and Unsupervised Features  M Jafaryani, S Khorram, V Pourahmadi, M Shahbazi
2016   Deep cross-layer activation features for visual recognition  GT Papadopoulos, E Machairidou, P Daras
2016   Action Recognition with Joint Attention on Multi-Level Deep Features  J Wu, G Wang, W Yang, X Ji
2016   Convolutional neural network features based change detection in satellite images  AM El Amin, Q Liu, Y Wang
2016   Segment phoneme classification from speech under noisy conditions: Using amplitude-frequency modulation based two-dimensional auto-regressive features with …  R Rangslang
2016   Structured Output SVM Prediction of Apparent Age, Gender and Smile From Deep Features  M Uricár, CTU FEE, R Timofte, R Rothe, J Matas
2016   Siamese convolutional networks based on phonetic features for cognate identification  T Rama
2016   Learning rich features from objectness estimation for human lying-pose detection  DX Xia, SZ Su, LC Geng, GX Wu, SZ Li
2016   Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules  S Chen, D Ni, J Qin, B Lei, T Wang, JZ Cheng
2016   Learning and Fusing Multimodal Features from and for Multi-task Facial Computing  W Li, Z Zhu
2016   OnionNet: Sharing Features in Cascaded Deep Classifiers  M Simonovsky, N Komodakis
2016   Adapting Deep Network Features to Capture Psychological Representations  JC Peterson, JT Abbott, TL Griffiths
2016   Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks  J Wang, Z Wang, D Tao, S See, G Wang
2016   Learning Features by Watching Objects Move  D Pathak, R Girshick, P Dollár, T Darrell, B Hariharan
2016   Deep Learning Generic Features for Cross-Media Retrieval  X Shang, H Zhang, TS Chua
2016   Learning Robust Features using Deep Learning for Automatic Seizure Detection  P Thodoroff, J Pineau, A Lim
2016   Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters  Z Wang, L Zhang, Y Yang, J Zhou, GB Giannakis
2016   Bidirectional LSTM Networks Employing Stacked Bottleneck Features for Expressive Speech-Driven Head Motion Synthesis  K Haag, H Shimodaira
2016   Facial Expression Recognition with PCA and LBP Features Extracting from Active Facial Patches  Y Liua, Y Caoa, Y Lia, M Liu, R Songa, Y Wang, Z Xu
2016   Object Detection Based on Image Blur Using Spatial-Domain Filtering with Haar-Like Features  R Miyamoto, S Kobayashi
2016   A Comparative Analysis of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGB-D-IR Dataset  T Freitas, PG Alves, C Carpinteiro, J Rodrigues
2016   Deep Spectral-Based Shape Features for Alzheimer's Disease Classification  M Shakeri, H Lombaert, S Tripathi, S Kadoury
2016   Learning Multiscale Features Directly FromWaveforms  Z Zhu, JH Engel, A Hannun
2016   Recognize the facial emotion in video sequences using eye and mouth temporal Gabor features  PI Rani, K Muneeswaran
2016   Hierarchically grouped 2D local features applied to edge contour localisation  Y Liu
2016   Simultenious binary hash and features learning for image retrieval  VA Frantc, SV Makov, VV Voronin, VI Marchuk
2016   Bi-Modal Music Emotion Recognition: Novel Lyrical Features and Dataset  R Malheiro, R Panda, P Gomes, R Paiva
2016   Heterogeneous Visual Features Integration for Image Recognition Optimization in Internet of Things  F Zhong, Z Chen, Z Ning, G Min, Y Hu
2016   The extraction of motion-onset VEP BCI features based on deep learning and compressed sensing  T Ma, H Li, H Yang, X Lv, P Li, T Liu, D Yao, P Xu
2016   Person Re-Identification Using CNN Features Learned from Combination of Attributes  T Matsukawa, E Suzuki
2016   Multimodal and Crossmodal Representation Learning from Textual and Visual Features with Bidirectional Deep Neural Networks for Video Hyperlinking  V Vukotic, C Raymond, G Gravier
2015   Learned vs. Hand-Crafted Features for Pedestrian Gender Recognition  G Antipov, SA Berrani, N Ruchaud, JL Dugelay
2015   DeepMPC: Learning Deep Latent Features for Model Predictive Control  I Lenz, R Knepper, A Saxena
2015   Offline Signature Verification With User-Based And Global Classifiers Of Local Features  MB YILMAZ
2015   Cascaded Regressions of Learning Features for Face Alignment  NT Tran, F Ababsa, SB Fredj, M Charbit
2015   Offline Writer Identification Using Convolutional Neural Network Activation Features  V Christlein, D Bernecker, A Maier, E Angelopoulou
2015   Dynamic texture and scene classification by transferring deep image features  X Qi, CG Li, G Zhao, X Hong, M Pietikäinen
2015   Freehand Sketch Recognition Using Deep Features  RK Sarvadevabhatla, RV Babu
2015   Pose-Guided Human Parsing with Deep Learned Features  F Xia, J Zhu, P Wang, A Yuille
2015   Texture based features for robust palmprint recognition: a comparative study  R Raghavendra, C Busch
2015   Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain …  J Kim, VD Calhoun, E Shim, JH Lee
2015   Learning Hierarchical Spectral-Spatial Features for Hyperspectral Image Classification  Y Zhou, Y Wei
2015   Unconstrained Face Verification using Deep CNN Features  JC Chen, VM Patel, R Chellappa
2015   Human Interaction Recognition Using Hierarchical Invariant Features  N Nguyen, A Yoshitaka
2015   Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification  R Wu, B Wang, W Wang, Y Yu
2015   Detecting curvilinear features using structure tensors  C Vicas, S Nedevschi
2015   Robust Excitation-Based Features For Automatic Speech Recognition  T Drugman, Y Stylianou, L Chen, X Chen, MJF Gales
2015   High-Speed Object Detection: Design, Study and Implementation of a Detection Framework using Channel Features and Boosting  TFH Runia
2015   Inferring Document Readability by Integrating Eye Movement Features  Y Chen, W Zhang, D Song, P Zhang, Y Hou, Q Ren
2015   Learning Good Features to Track  R Almomani, M Dong, Z Liu
2015   Learning Transferable Features with Deep Adaptation Networks  M Long, J Wang
2015   Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks  EP Ijjina, CK Mohan
2015   Learning features from Improved Dense Trajectories using deep convolutional networks for Human Activity Recognition  S Muralidharan, BC Burnaby, M Javan, QC Montreal
2015   SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet  L Zhang, D Zhang
2015   Multi-retinal disease classification by reduced deep learning features  R Arunkumar, P Karthigaikumar
2015   Simultaneous classification of several features of a person's appearance using a deep convolutional neural network  AI Kukharenko, AS Konushin
2015   Bio-inspired Unsupervised Learning of Visual Features Leads to Robust Invariant Object Recognition  SR Kheradpisheh, M Ganjtabesh, T Masquelier
2015   Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition  B Liu, J Liu, J Wang, H Lu
2015   Multi-Level Photo Quality Assessment with Multi-View Features  Z Dong, X Tian
2015   Towards Robust Melanoma Screening: A Case for Enhanced Mid-level Features Triagem Robusta de Melanoma: Em Defesa dos Descritores Aprimorados de Nível …  MS Fornaciali
2015   Local Convolutional Features with Unsupervised Training for Image Retrieval  M Paulin, M Douze, Z Harchaoui, J Mairal, F Perronnin
2015   Linguistic Features Identify Alzheimer's Disease in Narrative Speech  KC Fraser, JA Meltzer, F Rudzicz
2015   Multi Feature Tri-Shot Edge Model For Improved Face Recognition Using Facial Features And Sectional Cavity Measure  P Ramaraj, M Prabakaran
2015   On combining multiscale deep learning features for the classification of hyperspectral remote sensing imagery  W Zhao, Z Guo, J Yue, X Zhang, L Luo
2015   A Hierarchical Oil Tank Detector With Deep Surrounding Features for High-Resolution Optical Satellite Imagery  L Zhang, Z Shi, J Wu
2015   Bo, leneck Features from SNR-Adap% ve Denoising Deep Classifier for Speaker Iden% fica% on  Z TAN, MW MAK
2015   Speed up deep neural network based pedestrian detection by sharing features across multi-scale models  X Jiang, Y Pang, X Li, J Pan
2015   Where is my puppy? Retrieving lost dogs by facial features  TP Moreira, ML Perez, RO Werneck, E Valle
2015   Human arm pose modeling with learned features using joint convolutional neural network  C Li, NHC Yung, EY Lam
2015   Learning Image and User Features for Recommendation in Social Networks  X Geng, H Zhang, J Bian, TS Chua
2015   Cross-Layer Features In Convolutional Neural Networks For Generic Classification Tasks  KC Peng, T Chen
2015   On the Performance of ConvNet Features for Place Recognition  N Sünderhauf, F Dayoub, S Shirazi, B Upcroft
2015   View-independent object detection using shared local features  BC Ko, JH Jung, JY Nam
2015   Multimodal emotional state recognition using sequence-dependent deep hierarchical features  P Barros, D Jirak, C Weber, S Wermter
2015   Learning motion and content-dependent features with convolutions for action recognition  C Liu, W Xu, Q Wu, G Yang
2015   Using Neural Networks for Data-Driven Backchannel Prediction: A Survey on Input Features and Training Techniques  M Mueller, D Leuschner, L Briem, M Schmidt, K Kilgour
2015   Fitting 3D Morphable Models using Local Features  P Huber, ZH Feng, W Christmas, J Kittler, M Rätsch
2015   Semantic Segmentation of Images Exploiting DCT Based Features and Random Forest  D Ravìa, M Bober, GM Farinella, M Guarnera
2015   Combining Multimodal Features within a Fusion Network for Emotion Recognition in the Wild  B Sun, L Li, G Zhou, X Wu, J He, L Yu, D Li, Q Wei
2015   Indexing of CNN Features for Large Scale Image Search  R Liu, Y Zhao, S Wei, Z Zhu, L Liao, S Qiu
2015   Learning Speech Emotion Features by Joint Disentangling-Discrimination  W Xue, Z Huang, X Luo, Q Mao
2015   Filtered Channel Features for Pedestrian Detection  S Zhang, R Benenson, B Schiele
2015   Optimized multi-channel deep neural network with 2D graphical representation of acoustic speech features for emotion recognition  MN Stolar, M Lech, IS Burnett
2015   Face2Gps: Estimating Geographic Location From Facial Features  MT Islam, S Workman, N Jacobs
2015   Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features  A Nikfarjam, A Sarker, K O'Connor, R Ginn, G Gonzalez
2015   Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers  M Weinmann, B Jutzi, S Hinz, C Mallet
2015   An Iterative Deep Learning Framework For Unsupervised Discovery Of Speech Features And Linguistic Units With Applications On …  CT Chung, CY Tsai, HH Lu, CH Liu, H Lee, L Lee
2015   Learning Appearance Features for Pain Detection Using the UNBC-McMaster Shoulder Pain Expression Archive Database  H Pedersen
2015   Nonparametric Scene Parsing With Deep Convolutional Features And Dense Alignment  CH Ma, CT Hsu, B Huet
2015   On the Location Dependence of Convolutional Neural Network Features  S Workman, N Jacobs
2015   Visual Saliency Based on Multiscale Deep Features  G Li, Y Yu
2015   CRF Learning with CNN Features for Image Segmentation  F Liu, G Lin, C Shen
2015   Learning Multi-view Deep Features for Small Object Retrieval in Surveillance Scenarios  H Guo, J Wang, M Xu, ZJ Zha, H Lu
2015   Learning Features from Large-Scale, Noisy and Social Image-Tag Collection  H Zhang, X Shang, H Luan, Y Yang, TS Chua
2015   A deep learning framework for modeling structural features of RNA-binding protein targets  S Zhang, J Zhou, H Hu, H Gong, L Chen, C Cheng
2015   Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis  C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera
2015   Video captioning with recurrent networks based on frame-and video-level features and visual content classification  R Shetty, J Laaksonen
2015   PredcircRNA: computational classification of circular RNA from other long non-coding RNA using hybrid features  X Pan, K Xiong
2015   Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features  J Saxe, K Berlin
2015   Chinese Microblog Sentiment Classification Based on Deep Belief Nets with Extended Multi-Modality Features  X Sun, C Li, W Xu, F Ren
2015   Deep Convolutional Features for Image Based Retrieval and Scene Categorization  A Mousavian, J Kosecka
2015   Off-the-Shelf CNN Features for Fine-Grained Classification of Vessels in a Maritime Environment  F Bousetouane, B Morris
2015   A single microphone noise reduction algorithm based on the detection and reconstruction of spectro-temporal features  T Lee, F Theunissen
2015   From Group to Individual Labels using Deep Features  D Kotzias, M Denil, N De Freitas, P Smyth
2015   P-CNN: Pose-based CNN Features for Action Recognition  G Chéron, I Laptev, C Schmid
2015   Minimum trajectory error training for deep neural networks, combined with stacked bottleneck features  Z Wu, S King
2015   Front-end technologies for robust ASR in reverberant environments—spectral enhancement-based dereverberation and auditory modulation filterbank features  F Xiong, BT Meyer, N Moritz, R Rehr, J Anemüller
2015   Exploring Specific Features that Impact Sustainable Practices on the 21st Century Digital Learning Landscape  P Beggs, C Shields, S Telfer, JL Bernard
2015   Combination Of Two-Dimensional Cochleogram And Spectrogram Features For Deep Learning-Based Asr  A Tjandra, S Sakti, G Neubig, T Toda, M Adriani
2015   lncRNA-MFDL: Identification of human long non-coding RNAs by fusing multiple features and using deep learning  XN Fan, S Zhang
2015   An investigation on DNN-derived bottleneck features for GMM-HMM based robust speech recognition  Y You, Y Qian, T He, K Yu
2015   Exploiting Local Features from Deep Networks for Image Retrieval  JYH Ng, F Yang, LS Davis
2015   Action recognition by learning temporal slowness invariant features  L Pei, M Ye, X Zhao, Y Dou, J Bao
2015   Image classification using boosted local features with random orientation and location selection  C Zhang, J Cheng, Y Zhang, J Liu, C Liang, J Pang
2015   Learning features and their transformations from natural videos  JK Dutta, B Banerjee
2015   Multi-Object Classification and Unsupervised Scene Understanding Using Deep Learning Features and Latent Tree Probabilistic Models  T Nimmagadda, A Anandkumar
2015   Real-time activity recognition via deep learning of motion features  K Konda, P Chandrashekhariah, R Memisevic
2015   Learning Higher-Level Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis  T Huynh, Y He, S Rüger
2015   Facial Action Units Intensity Estimation by the Fusion of Features with Multi-kernel Support Vector Machine  Z Ming, A Bugeau, JL Rouas, T Shochi
2015   Cascade object detection with complementary features and algorithms  D Cheng, J Wang, X Wei, N Liu, S Zhang, Y Gong
2015   On the Problem of Features Variability in Sequence Learning Problems  MO Yahaya
2015   Video Description Generation Incorporating Spatio-Temporal Features and a Soft-Attention Mechanism  L Yao, A Torabi, K Cho, N Ballas, C Pal, H Larochelle
2015   Lean histogram of oriented gradients features for effective eye detection  R Sharma, A Savakis
2015   High quality voice conversion using prosodic and high-resolution spectral features  HQ Nguyen, SW Lee, X Tian, M Dong, ES Chng
2015   Learning Distributions of Image Features by Interactive Fuzzy Lattice Reasoning in Pattern Recognition Applications  VG Kaburlasos, G Papakostas
2015   HMM-based Non-native Accent Assessment using Posterior Features  R Rasipuram, M Cernak
2015   Cross-dimensional Weighting for Aggregated Deep Convolutional Features  Y Kalantidis, C Mellina, S Osindero
2015   Action Recognition with Image Based CNN Features  M Ravanbakhsh, H Mousavi, M Rastegari, V Murino
2015   Learning Discriminative Shape Statistics Distribution Features for Pedestrian Detection  J Shen, X Zuo, W Yang, H Yu, G Liu
2015   Learning Informative Features from Restricted Boltzmann Machines  JM Tomczak
2015   Multi-pose face ensemble classification aided by Gabor features and deep belief nets  Y Chen, T Huang, H Liu, D Zhan
2015   High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision  G Bertasius, J Shi, L Torresani
2015   Scene understanding based on Multi-Scale Pooling of deep learning features  DY Li, Y Zhou
2015   Logo Recognition Using CNN Features  S Bianco, M Buzzelli, D Mazzini, R Schettini
2015   The AdaBoost algorithm for vehicle detection based on CNN features  X Song, T Rui, Z Zha, X Wang, H Fang
2015   Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping  M Xie, N Jean, M Burke, D Lobell, S Ermon
2015   Feature Learning HyperNEAT: Evolving Neural Networks to Extract Features for Classification of Maritime Satellite Imagery  P Verbancsics, J Harguess
2015   Bottleneck Features from SNR-Adaptive Denoising Deep Classifier for Speaker Identification  Z TAN, MW MAK
2015   Audio event recognition based on DBN features from multiple filter-bank representations  F Guo, X Chen, D Yang
2015   Audio-Concept Features and Hidden Markov Models for Multimedia Event Detection  B Elizalde, M Ravanelli, K Ni, D Borth, G Friedland
2015   Fusion of audio-visual features using hierarchical classifier systems for the recognition of affective states and the state of depression  M Kächele, M Glodek, D Zharkov, S Meudt
2015   Deep Neural Networks Employing Multi-Task Learning And Stacked Bottleneck Features For Speech Synthesis  Z Wu, C Valentini
2015   Multimedia Event Detection using Visual Features  D Gupta, R Goutam, A Ng
2014   Learning linearly separable features for speech recognition using convolutional neural networks  D Palaz, MM Doss, R Collobert
2014   Score Function Features for Discriminative Learning  M Janzamin, H Sedghi, A Anandkumar
2014   Features of effective professional learning: a case study of the implementation of a system-based professional learning model  E Labone, J Long
2014   Improving relation descriptor extraction with word embeddings and cluster features  T Liu, M Li
2014   Shared features for multiple face-based biometrics  I Nwogu, Y Zhou
2014   Fused one-vs-all mid-level features for fine-grained visual categorization  X Zhang, H Xiong, W Zhou, Q Tian
2014   Temporal Dropout of Changes Approach to Convolutional Learning of Spatio-Temporal Features  D Culibrk, N Sebe
2014   Performance evaluation of deep bottleneck features for spoken language identification  B Jiang, Y Song, S Wei, MG Wang, I McLoughlin
2014   Speech separation based on improved deep neural networks with dual outputs of speech features for both target and interfering speakers  Y Tu, J Du, Y Xu, L Dai, CH Lee
2014   Ghent University-iMinds at MediaEval 2014 Diverse Images: Adaptive Clustering with Deep Features  B Vandersmissen, A Tomar, F Godin, W De Neve
2014   Scene Recognition Using Mid-level features from CNN  A Singh, A Raj, VK Gupta
2014   Learning spatio-temporal features for action recognition from the side of the video  L Pei, M Ye, X Zhao, T Xiang, T Li
2014   Improving Acoustic Model for Vietnamese Large Vocabulary Continuous Speech Recognition System Using Deep Bottleneck Features  QB Nguyen, TT Vu, CM Luong
2014   MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation  A Jain, J Tompson, Y LeCun, C Bregler
2014   Writer Adaptation using Bottleneck Features and Discriminative Linear Regression for Online Handwritten Chinese Character Recognition  J Du, JS Hu, B Zhu, S Wei, LR Dai
2014   Learning Invariant Color Features for Person Re-Identification  RR Varior, G Wang, J Lu
2014   Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning  S Paisitkriangkrai, C Shen, A Hengel
2014   Learning High-level Features by Deep Boltzmann Machines for Handwriting Digits Recogintion  S Zhang, K Kang
2014   Improving Deep Neural Networks Using State Projection Vectors Of Subspace Gaussian Mixture Model As Features  M Karthick, S Umesh
2014   An adaptive motion model for person tracking with instantaneous head-pose features  RH Baxter, MJV Leach, SS Mukherjee, NM Robertson
2014   Classification of Artistic Styles using Binarized Features Derived from a Deep Neural Network  Y Bar, N Levy, L Wolf
2014   Combining heterogenous features for 3D hand-held object recognition  X Lv, S Wang, X Li, S Jiang
2014   The learning strategy features and implications for Chinese junior middle school students  D Liu, Z Niu, X Bao, L Liua, H Yan, Y Wang
2014   Learning to pool high-level features for face representation  R Huang, M Ye, P Xu, T Li, Y Dou
2014   Score Function Features for Discriminative Learning: Matrix and Tensor Framework  M Janzamin, H Sedghi, A Anandkumar
2014   C3D: Generic Features for Video Analysis  D Tran, L Bourdev, R Fergus, L Torresani, M Paluri
2014   Features in Concert: Discriminative Feature Selection meets Unsupervised Clustering  M Leordeanu, A Radu, R Sukthankar
2014   Learning Multiple Complex Features Based on Classification Results  Y Sato, K Kozuka, Y Sawada, M Kiyono
2014   Facial Expression Analysis Based on High Dimensional Binary Features  SE Kahou, P Froumenty, C Pal
2014   Learning Convolutional NonLinear Features for K Nearest Neighbor Image Classification  W Ren, Y Yu, J Zhang, K Huang
2014   An Associative Memorization Architecture of Extracted Musical Features from Audio Signals by Deep Learning Architecture  T Niwa, K Naruse, R Ooe, M Kinoshita, T Mitamura
2014   How transferable are features in deep neural networks?  J Yosinski, J Clune, Y Bengio, H Lipson
2014   A Simple Stochastic Algorithm for Structural Features Learning  J Macák, O Drbohlav
2014   Two-layer contractive encodings for learning stable nonlinear features  H Schulz, K Cho, T Raiko, S Behnke
2014   Extracting Deep Bottleneck Features For Visual Speech Recognition  C Sui, R Togneri, M Bennamoun
2014   Matrix and Tensor Features for Discriminative Learning  M Janzamin, H Sedghi, A Anandkumar
2014   Spatial Diffuseness Features for DNN-Based Speech Recognition in Noisy and Reverberant Environments  A Schwarz, C Huemmer, R Maas, W Kellermann
2014   Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features  H Wang, A Cruz