Deep Learning Publication Navigator - subtopic: convolution

Year TitleAuthor
2017   Pulmonary Nodule Detection Based on CT Images Using Convolution Neural Network  XY Jin, YC Zhang, QL Jin
2017   A combined HOG and deep convolution network cascade for pedestrian detection  Y Lipetski, O Sidla
2017   A Novel Face Recognition Algorithm based on the Deep Convolution Neural Network and Key Points Detection Jointed Local Binary Pattern Methodology  W Huang, S Zhang
2017   Object Tracking with Shallow Convolution Feature  W Wang, M Shi, W Li
2017   Flat2Sphere: Learning Spherical Convolution for Fast Features from 360 {\deg} Imagery  YC Su, K Grauman
2017   Shape Features based Content-based Image Retrieval using Deep Convolution Neural Network  MP DD, SG Bhirud, VD Katkar 
2017   Learning Word Vectors in Deep Walk using Convolution  I Chaturvedi, S Cavallari, E Cambria, V Zheng
2017   An End-to-End Approach for Bearing Fault Diagnosis Based on a Deep Convolution Neural Network  L Chen, Y Zhuang, J Zhang, J Wang 
2017   Region-Based Face Alignment with Convolution Neural Network Cascade  Y Zhang, F Jiang, R Shen 
2017   Application of a deep-learning method to the forecast of daily solar flare occurrence using Convolution Neural Network  S Shin, YJ Moon, H Chu
2017   A Noisy Sparse Convolution Neural Network Based on Stacked Auto-encoders  Y Ding, X Zhang, J Tang 
2017   Remaining Useful Life Estimation in Prognostics Using Deep Convolution Neural Networks  X Li, Q Ding, JQ Sun 
2017   A Deep Learning Model of Automatic Detection of Pulmonary Nodules Based on Convolution Neural Networks (CNNs)  X Xiao, Y Qiang, J Zhao, P Zhao
2017   Calculate Deep Convolution NeurAl Network on Cell Unit  H Lu, Y Zhou, ZK Zhang
2017   Single Image Super-Resolution with Dilated Convolution based Multi-Scale Information Learning Inception Module  W Shi, F Jiang, D Zhao
2017   Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network  C Dorian, R Lefort, J Bonnel, JL Zarader, O Adam
2017   Robust Visual Tracking Using Oriented Gradient Convolution Networks  Q Xu, H Wang, J Zhou, L Tao 
2017   Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize  A Aitken, C Ledig, L Theis, J Caballero, Z Wang, W Shi
2017   Convolution on Graph: A High-Order and Adaptive Approach  Z Zhou, X Li
2017   Learning Traffic as Images: A Deep Convolution Neural Network for Large-scale Transportation Network Speed Prediction  X Ma, Z Dai, Z He, Y Wang
2017   The parallelization of convolution on a CNN using a SIMT based GPGPU  H Jeon, K Lee, S Han, K Lee
2017   Vehicle Type Recognition Based on Deep Convolution Neural Network  L Shi, Y Wang, Y Cao, L Wei
2017   Patients' EEG Data Analysis via Spectrogram Image with a Convolution Neural Network  L Yuan, J Cao
2017   Fault Detection for Power Line Based on Convolution Neural Network  M Wang, W Tong, S Liu
2017   Gated Recurrent Convolution Neural Network for OCR  J Wang, X Hu 
2017   Improving Network Robustness against Adversarial Attacks with Compact Convolution  R Ranjan, S Sankaranarayanan, CD Castillo 
2017   EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks  X Dong, G Kang, K Zhan, Y Yang
2017   Automatic Screening of Diabetic Retinopathy Images with Convolution Neural Network Based on Caffe Framework  Y Jiang, H Wu, J Dong
2017   Temporal Convolution Based Action Proposal: Submission to ActivityNet 2017  T Lin, X Zhao, Z Shou
2017   Using Deep Learning Real-Time Object Detection Convolution Neural Networks for Fast Fruit Recognition in the Tree  K Bresilla, L Manfrini, B Morandi, A Boini, G Perulli
2017   A breakthrough in Speech emotion recognition using Deep Retinal Convolution Neural Networks  Y Niu, D Zou, Y Niu, Z He, H Tan
2017   Parallel Multi Channel Convolution using General Matrix Multiplication  A Vasudevan, A Anderson, D Gregg
2017   Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation  KL Tseng, YL Lin, W Hsu, CY Huang
2017   Ship Identification for Port Security using Faster Region Convolution Neural Network  KJ Ngeno, H Watanabe
2017   A Deep Convolution Neural Network Model for Vehicle Recognition and Face Recognition  X Luo, R Shen, J Hu, J Deng, L Hu, Q Guan
2017   Fluid region segmentation in OCT images based on convolution neural network  D Liu, X Liu, T Fu, Z Yang
2017   A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection  A Kumar, R Chellappa
2017   The design and implementation of a reconfigurable convolution operator based on APU  Y Huang, J Huang, X Wang, Z Yang, H Lu, M Tian
2017   Image salient object detection with refined deep features via convolution neural network  D Zhu, L Dai, X Shao, Q Zhou, L Itti, Y Luo, J Lu 
2017   Systematic Evaluation of Convolution Neural Network Advances on the ImageNet  D Mishkin, N Sergievskiy, J Matas
2016   Deep Learning for Hyperspectral Data Classification through Exponential Momentum Deep Convolution Neural Networks  Q Yue, C Ma
2016   Convolution Neural Networks Embedding K-means  M Gua, S Lia, L Lib
2016   Satellite Imagery Classification Based on Deep Convolution Network  Z Ma, Z Wang, C Liu, X Liu
2016   Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis  RK Samala, HP Chan, LM Hadjiiski, K Cha, MA Helvie
2016   Image Classification Based on Image Hash Convolution Neural Network  Y Chen, Y Yan, D Zhao
2016   Multi-Modal Vertebrae Recognition using Transformed Deep Convolution Network  Y Cai, M Landis, DT Laidley, A Kornecki, A Lum, S Li
2016   Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking  K Tymoshenko, D Bonadiman, A Moschitti
2016   A Kronecker-factored approximate Fisher matrix for convolution layers  R Grosse, J Martens
2016   Video Super-Resolution via Convolution Neural Network  TH Wei, JC Chen
2016   Bladder cancer segmentation in CT for treatment response assessment: Application of deep-learning convolution neural network—A pilot study  KH Cha, L Hadjiiski, RK Samala, HP Chan, RH Cohan
2016   Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis  X Guo, L Chen, C Shen
2016   Design of convolution neural network with frequency selectivity for wearable camera embed glasses based image recognition systems via nonconvex functional …  J Su, Q Liu, M Wang, J Cao, WK Ling
2016   Convolution by Evolution: Differentiable Pattern Producing Networks  C Fernando, D Banarse, M Reynolds, F Besse, D Pfau
2016   Structured Convolution Matrices for Energy-efficient Deep learning  R Appuswamy, T Nayak, J Arthur, S Esser, P Merolla
2016   Vehicle detection based on visual saliency and deep sparse convolution hierarchical model  Y Cai, H Wang, X Chen, L Gao, L Chen
2016   Metaheuristic Algorithms for Convolution Neural Network  LM Rere, MI Fanany, AM Arymurthy
2016   Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers  Y Xiao, K Cho
2016   Visual hand gesture recognition with convolution neural network  M Han, J Chen, L Li, Y Chang
2016   Road network extraction via deep learning and line integral convolution  P Li, Y Zang, C Wang, J Li, M Cheng, L Luo, Y Yu
2016   DCAP: A deep convolution architecture for prediction of urban growth  S Pal, S Chowdhury, SK Ghosh
2016   A hybrid wavelet convolution network with sparse-coding for image super-resolution  X Gao, H Xiong
2016   Deep Convolution Networks for Compression Artifacts Reduction  K Yu, C Dong, CC Loy, X Tang
2016   Image super-resolution based on convolution neural networks using multi-channel input  GY Youm, SH Bae, M Kim
2016   Performance Analysis of Image Smoothing Techniques on a New Fractional Convolution Mask for Image Edge Detection  P Amoako
2016   Event-Driven Temporal Convolution For Asynchronous Pulse-Modulated Sampled Signals  X Wang, YC Yoon, M Rastogi
2016   Steganalysis via a Convolutional Neural Network using Large Convolution Filters  JF Couchot, R Couturier, C Guyeux, M Salomon
2016   Multiframe Motion Coupling via Infimal Convolution Regularization for Video Super Resolution  H Dirks, J Geiping, D Cremers, M Moeller
2015   Deep Transform: Cocktail Party Source Separation via Complex Convolution in a Deep Neural Network  AJR Simpson
2015   Convolution and modal representations in Thagard and Stewart's neural theory of creativity: a critical analysis  JF de Pasquale, P Poirier
2015   The Application of Convolution Neural Networks in Handwritten Numeral Recognition  X Han, Y Li
2015   An Efficient Robust Eye Localization by Learning the Convolution Distribution Using Eye Template  X Li, Y Dou, X Niu, J Xu, R Xiao
2015   A Ultra-Low-Energy Convolution Engine for Fast Brain-Inspired Vision in Multicore Clusters  F Conti, L Benini
2015   Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification  F Wu, P Hu, D Kong
2015   maxDNN: An Efficient Convolution Kernel for Deep Learning with Maxwell GPUs  A Lavin
2015   Tree-based Convolution for Sentence Modeling  M Ma, L Huang, B Zhou, B Xiang
2015   Processing Device For Performing Convolution Operations  E Herrero Abellanas, M Lupon, AJ Falcon, FC Pratas
2015   Convolutional Neural Networks Features: Principal Pyramidal Convolution  Y Guo, S Lao, Y Liu, L Bai, S Liu, MS Lew