Year  Title  Author 
2017

Video superresolution reconstruction based on deep convolutional neural network and spatiotemporal similarity 
L Linghui, D Junping, L Meiyu, R Nan, F Dan

2017

SegNet: A Deep Convolutional EncoderDecoder Architecture for Scene Segmentation 
V Badrinarayanan, A Kendall, R Cipolla

2017

Infrared variation reduction by simultaneous background suppression and target contrast enhancement for deep convolutional neural networkbased automatic target … 
S Kim

2017

The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle 
RJ Cunningham, PJ Harding, ID Loram

2017

DCMDN: Deep Convolutional Mixture Density Network 
A D'Isanto, KL Polsterer

2017

Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images 
H Müller

2017

Critical Comparison of the Classification Ability of Deep Convolutional Neural Network Frameworks with Support Vector Machine Techniques in the Image … 
RT Kelly

2017

Localization of the Slab Information in Factory Scenes using Deep Convolutional Neural Networks 
SJ Lee, SW Kim

2017

HardwareDriven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks 
J Li, Z Yuan, Z Li, C Ding, A Ren, Q Qiu, J Draper

2017

Invariance and Stability of Deep Convolutional Representations 
A Bietti, J Mairal

2017

Pedestrian Counting via Deep Convolutional Neural Networks In Crowded Scene 
J Li, J Song

2017

Hierarchical Compression of Deep Convolutional Neural Networks on Large Scale Visual Recognition for Mobile Applications 
B Kim, M Lee, J Kim, J Kim, J Lee

2017

Medical Image Retrieval using Deep Convolutional Neural Network 
A Qayyum, SM Anwar, M Awais, M Majid

2017

Deep Convolutional Neural Networks with transfer learning for computer visionbased datadriven pavement distress detection 
K Gopalakrishnan, SK Khaitan, A Choudhary

2017

Image super resolution using deep convolutional network based on topology aggregation structure 
F Yang, W Xu, Y Tian

2017

Pose Estimation of a Cuboid in a Controlled Environment with Deep Convolutional Neural Networks for an Industrial Application 
A Froessl

2017

Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network 
R Pradhan, R Aygun, M Maskey, R Ramachandran

2017

Thermalnet: A Deep Convolutional Network For Synthetic Thermal Image Generation. 
VV Kniaz, VS Gorbatsevich, VA Mizginov

2017

Visual object recognition using deep convolutional neural network 
S Ahmed

2017

Monoaural Audio Source Separation Using Deep Convolutional Neural Networks 
P Chandna, M Miron, J Janer, E Gómez

2017

Do Deep Convolutional Nets Really Need to be Deep and Convolutional? 
G Urban, KJ Geras, SE Kahou, O Aslan, S Wang

2017

Joint Semantic and Motion Segmentation for dynamic scenes using Deep Convolutional Networks 
N Haque, ND Reddy, KM Krishna

2017

Mobile Stride Length Estimation with Deep Convolutional Neural Networks 
J Hannink, T Kautz, C Pasluosta, J Barth, S Schulein

2017

Pseudorehearsal Approach for Incremental Learning of Deep Convolutional Neural Networks 
D Mellado, C Saavedra, S Chabert, R Salas

2017

Generating Realistic Chinese Handwriting Characters via Deep Convolutional Generative Adversarial Networks 
C Gu, J Liu, L Kong

2017

Deep Convolutional Level Set Method for Image Segmentation 
A Kristiadi, P Pranowo

2017

Deep convolutional network for detecting probable emergency situations 
TJ Rak, OV Menshikova, OP Maksymiv

2017

Deep Convolutional Factor Analyser for Multivariate Time Series Modeling 
C Yuan, A Chakraborty

2017

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint 
W Xiong, B Du, L Zhang, R Hu, D Tao

2017

Abnormality Detection and Localization in Chest XRays using Deep Convolutional Neural Networks 
MT Islam, MA Aowal, AT Minhaz, K Ashraf

2017

Iterative Deep Convolutional EncoderDecoder Network for Medical Image Segmentation 
JU Kim, HG Kim, YM Ro

2017

Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human … 
S Hong, S Kwak, B Han

2017

Deep Convolutional Neural Models for PictureQuality Prediction: Challenges and Solutions to DataDriven Image Quality Assessment 
J Kim, H Zeng, D Ghadiyaram, S Lee, L Zhang

2017

Deterministic and probabilistic forecasting of photovoltaic power based on deep convolutional neural network 
H Wang, H Yi, J Peng, G Wang, Y Liu, H Jiang, W Liu

2017

Object retrieval with deep convolutional features 
E Mohedano, A Salvador, K McGuinness

2017

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load 
W Zhang, C Li, G Peng, Y Chen, Z Zhang

2017

Hyperspectral image classification using deep convolutional neural networks 
Z Zhong, J Li

2017

Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and CrossDataset Learning 
M Gao, Z Xu, DJ Mollura

2017

Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks 
M Meng, YJ Chua, E Wouterson, CPK Ong

2017

Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation 
K Hara, R Vemulapalli, R Chellappa

2017

Tailoring the AI for Robotics: Finetuning Predefined Deep Convolutional Neural Network Model for a Narrower Class of Objects 
E Bayraktar, CB Yigit, P Boyraz

2017

Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System 
J Zhang, Z Shi

2017

MSRnet: Lowlight Image Enhancement Using Deep Convolutional Network 
L Shen, Z Yue, F Feng, Q Chen, S Liu, J Ma

2017

Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging 
M Halicek, G Lu, JV Little, X Wang, M Patel, CC Griffith

2017

Classification of TimeSeries Images Using Deep Convolutional Neural Networks 
N Hatami, Y Gavet, J Debayle

2017

Facial Key Points Detection using Deep Convolutional Neural NetworkNaimishNet 
N Agarwal, A Krohn

2017

Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring 
A Vilamala, KH Madsen, LK Hansen

2017

Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification 
G Zhong, S Yan, K Huang, Y Cai, J Dong

2017

A Deep Convolutional Neural Network for Video Sequence Background Subtraction 
M Babaee, DT Dinh, G Rigoll

2017

Iris and Periocular Recognition in Arabian Race Horses Using Deep Convolutional Neural Networks 
M Trokielewicz, M Szadkowski

2017

Focus classification in digital holographic microscopy using deep convolutional neural networks 
T Pitkäaho, A Manninen, TJ Naughton

2017

Productionlevel facial performance capture using deep convolutional neural networks 
S Laine, T Karras, T Aila, A Herva, S Saito, R Yu, H Li

2017

DeepPap: Deep Convolutional Networks for Cervical Cell Classification 
L Zhang, L Lu, I Nogues, R Summers, S Liu, J Yao

2017

A Deep Convolutional Neural Network Based Framework for Automatic Fetal Facial Standard Plane Recognition 
Z Yu, EL Tan, D Ni, J Qin, S Chen, S Li, B Lei, T Wang

2017

Constructing Finegranularity Functional Brain Network Atlases via Deep Convolutional Autoencoder 
Y Zhao, Q Dong, H Chen, A Iraji, Y Li, M Makkie, Z Kou

2017

A Novel EndtoEnd Classifier Using Domain Transferred Deep Convolutional Neural Networks for Biomedical Images 
S Pang, Z Yu, MA Orgun

2017

CrossMedia Information Retrieval with Deep Convolutional Neural Network 
L Bai, T Yu, J Guo, Z Yang, Y Xie

2017

Richer feature for image classification with super and sub kernels based on deep convolutional neural network 
P Tang, H Wang

2017

Lipschitz Properties for Deep Convolutional Networks 
R Balan, M Singh, D Zou

2017

Deep convolutional neural networks for detecting secondary structures in protein density maps from cryoelectron microscopy 
R Li, D Si, T Zeng, S Ji, J He

2017

On semantic image segmentation using deep convolutional neural network with shortcuts and easy class extension 
C Wang, L Mauch, Z Guo, B Yang

2017

Towards recognition of protein function based on its structure using deep convolutional networks 
A Tavanaei, AS Maida, A Kaniymattam

2017

Deep Convolutional Neural Networks for AllDay Pedestrian Detection 
X Zhang, G Chen, K Saruta, Y Terata

2017

Video Object Segmentation Through Deep Convolutional Networks 
Y Zhang, Z He

2017

Development Of A Deep Convolutional Neural Network Based System For Object Recognition In Visible Light And Infrared Images 
I YUSUF

2017

Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation 
Z Wang, J Yang

2017

An Ensemble Deep Convolutional Neural Network Model with Improved DS Evidence Fusion for Bearing Fault Diagnosis 
S Li, G Liu, X Tang, J Lu, J Hu

2017

Performance of Autofocus Capability of Deep Convolutional Neural Networks in Digital Holographic Microscopy 
T Pitkäaho, A Manninen, TJ Naughton

2017

Towards Incremental Learning with Deep Convolutional Networks. 
A Dutt

2017

Human Activity Classification with Transmission and Reflection Coefficients of OnBody Antennas through Deep Convolutional Neural Networks 
Y Kim, Y Li

2017

MoFA: Modelbased Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction 
A Tewari, M Zollhöfer, H Kim, P Garrido, F Bernard

2017

LandUse Classification via Extreme Learning Classifier Based on Deep Convolutional Features 
Q Weng, Z Mao, J Lin, W Guo

2017

Thyroid Nodule Classification in Ultrasound Images by FineTuning Deep Convolutional Neural Network 
J Chi, E Walia, P Babyn, J Wang, G Groot, M Eramian

2017

DeepCodec: Adaptive Sensing and Recovery via Deep Convolutional Neural Networks 
A Mousavi, G Dasarathy, RG Baraniuk

2017

Infrared Variation Optimized Deep Convolutional Neural Network for Robust Automatic Ground Target Recognition 
S Kim, WJ Song, SH Kim

2017

Deep convolutional neural network for latent fingerprint enhancement 
J Li, J Feng, CCJ Kuo

2017

Lane Marking Detection via Deep Convolutional Neural Network 
Y Tian, J Gelernter, X Wang, W Chen, J Gao, Y Zhang

2017

HighResolution Deep Convolutional Generative Adversarial Networks 
JD Curto, IC Zarza, F De La Torre, I King, MR Lyu

2017

Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks 
CM Deniz, S Hallyburton, A Welbeck, S Honig, K Cho

2017

Classification Accuracies of Malaria Infected Cells Using Deep Convolutional Neural Networks Based on Decompressed Images 
Y Dong, Z Jiang, H Shen, WD Pan

2017

Visible Spectral Iris Segmentation via Deep Convolutional Network 
Y He, S Wang, K Pei, M Liu, J Lai

2017

Simple Very Deep Convolutional Network for Robust Hand Pose Regression from a Single Depth Image 
Q Fan, X Shen, Y Hu, C Yu

2017

DeepGait: A Learning Deep Convolutional Representation for Gait Recognition 
X Zhang, S Sun, C Li, X Zhao, Y Hu

2017

Spotting L3 slice in CT scans using deep convolutional network and transfer learning 
S Belharbi, C Chatelain, R Hérault, S Adam, S Thureau

2017

Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing 
SS Sarwar, A Ankit, K Roy

2017

Automatic identification of bone erosions in rheumatoid arthritis from hand radiographs based on deep convolutional neural network 
S Murakami, K Hatano, JK Tan, H Kim, T Aoki

2017

Deep Convolutional Neural Networks for Mental Load Classification based on EEG Data 
Z Jiao, X Gao, Y Wang, J Li, H Xu

2017

Sensitive Deep Convolutional Neural Network for Face Recognition at Large Standoffs with Small Dataset 
A Jalali, R Mallipeddi, M Lee

2017

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review 
J Bernal, K Kushibar, DS Asfaw, S Valverde, A Oliver

2017

Comparison of breast DCEMRI contrast time points for predicting response to neoadjuvant chemotherapy using deep convolutional neural network features with … 
BQ Huynh, N Antropova, ML Giger

2017

Tooth labeling in conebeam CT using deep convolutional neural network for forensic identification 
Y Miki, C Muramatsu, T Hayashi, X Zhou, T Hara

2017

A Novel MultiFrame Color Images SuperResolution Framework based on Deep Convolutional Neural Network 
Z Li, S Li, JWH Wang

2017

Discriminating Solitary Cysts from Soft Tissue Lesions in Mammography using a Pretrained Deep Convolutional Neural Network 
T Kooi, B van Ginneken, N Karssemeijer, A den Heeten

2017

Learning to Invert: Signal Recovery via Deep Convolutional Networks 
A Mousavi, RG Baraniuk

2017

Modeling Task fMRI Data via Deep Convolutional Autoencoder 
Y Zhao, J Han, L Guo, T Liu

2017

Structure Prediction for Gland Segmentation with HandCrafted and Deep Convolutional Features 
S Manivannan, W Li, J Zhang, E Trucco, S McKenna

2017

Deep Galaxy: Classification of Galaxies based on Deep Convolutional Neural Networks 
NEM Khalifa, MHN Taha, AE Hassanien, IM Selim

2017

Prediction of protein function using a deep convolutional neural network ensemble 
EI Zacharaki

2017

DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy 
C Wachinger, M Reuter, T Klein

2017

PatchBased Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation 
Q Sun, L Deng, J Liu, H Huang, J Yuan, X Tang

2017

Optimal Seamline Detection for Orthoimage Mosaicking by Combining Deep Convolutional Neural Network and Graph Cuts 
L Li, J Yao, Y Liu, W Yuan, S Shi, S Yuan

2017

Building an Automatic Sprite Generator with Deep Convolutional Generative Adversarial Networks 
L Horsley, D Perez

2017

Deep Convolutional Neural Network for Bidirectional ImageSentence Mapping 
T Yu, L Bai, J Guo, Z Yang, Y Xie

2017

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images 
J Liu, M Gong, K Qin, P Zhang

2017

A Crop Pests Image Classification Algorithm Based on Deep Convolutional Neural Network 
RJ Wang, J Zhang, W Dong, J Yu, CJ Xie, R Li

2017

Multipartite Pooling for Deep Convolutional Neural Networks 
A Shahriari, F Porikli

2017

Parking Space Detection Based on A Multitask Deep Convolutional Network with Spatial Transform 
H Tran Vu, CC Huang

2017

Flower Categorization using Deep Convolutional Neural Networks 
A Gurnani, V Mavani

2017

Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on endtoend learning approach 
X Zhou, R Takayama, S Wang, X Zhou, T Hara, H Fujita

2017

Real time coarse orientation detection in MR scans using multiplanar deep convolutional neural networks 
PS Bhatia, F Reda, M Harder, Y Zhan, XS Zhou

2017

Automatic quality assessment of apical fourchamber echocardiograms using deep convolutional neural networks 
AH Abdi, C Luong, T Tsang, G Alan, S Nouranian

2017

A weakly supervised road extraction approach via deep convolutional nets based image segmentation 
W Xia, N Zhong, D Geng, L Luo

2017

Normalization and dropout for stochastic computingbased deep convolutional neural networks 
J Li, Z Yuan, Z Li, A Ren, C Ding, J Draper, S Nazarian

2017

14.1 A 2.9 TOPS/W deep convolutional neural network SoC in FDSOI 28nm for intelligent embedded systems 
G Desoli, N Chawla, T Boesch, S Singh, E Guidetti

2017

ChainNN: An EnergyEfficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks 
S Wang, D Zhou, X Han, T Yoshimura

2017

Distinguishing Cloud and Snow in Satellite Images via Deep Convolutional Network 
Y Zhan, J Wang, J Shi, G Cheng, L Yao, W Sun

2017

DeepBrain: Functional Representation of Neural InSitu Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders 
I Cohen, EO David, NS Netanyahu, N Liscovitch

2017

Deep Convolutional Neural Networks for Anomaly Event Classification on Distributed Systems 
J Cheng, R Ren, L Wang, J Zhan

2017

An Ensemble of Deep Convolutional Neural Networks for Alzheimer's Disease Detection and Classification 
J Islam, Y Zhang

2017

A new deep convolutional neural network for fast hyperspectral image classification 
ME Paoletti, JM Haut, J Plaza, A Plaza

2017

Deep Convolutional Neural Networks for Predicting Hydroxyproline in Proteins 
HX Long, M Wang, HY Fu

2017

OnChip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems 
W Choi, K Duraisamy, RG Kim, JR Doppa, PP Pande

2017

HighResolution Breast Cancer Screening with MultiView Deep Convolutional Neural Networks 
KJ Geras, S Wolfson, S Kim, L Moy, K Cho

2017

Traffic sign recognition based on deep convolutional neural network 
S Yin, J Deng, D Zhang, J Du

2017

Deep Convolutional Neural Networks for Modeling Patterns of Spaceborne Interferometric SAR Systems Signals 
BA Massinas, A Doulamis, N Doulamis

2017

Posedriven Deep Convolutional Model for Person Reidentification 
C Su, J Li, S Zhang, J Xing, W Gao, Q Tian

2017

Recognition and Detection for Asphalt Pavement Crack based on Deep Convolutional Neural Networks 
J Shao

2017

Detection of Liver Tumor Candidates from CT Images Using Deep Convolutional Neural Networks 
Y Todoroki, XH Han, Y Iwamoto, L Lin, H Hu, YW Chen

2017

Artificial intelligence in fracture detection: transfer learning from deep convolutional neural networks 
DH Kim, T MacKinnon

2017

NextStep Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction 
A Busia, N Jaitly

2017

StochasticBased Multistage Streaming Realization of a Deep Convolutional Neural Network 
M Alawad, M Lin

2017

A deep convolutional neural network for brain tissue segmentation in Neonatal MRI 
K Murphy, GB Boylan, AF Smeaton, K McGuinness

2017

Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results 
A Ben

2017

Capacity limitations of visual search in deep convolutional neural network 
E Poder

2017

Light Field Reconstruction Using Deep Convolutional Network on EPI 
G Wu, M Zhao, L Wang, Q Dai, T Chai, Y Liu

2017

Improved Face Detection and Alignment using Cascade Deep Convolutional Network 
W Cong, S Zhao, H Tian, J Shen

2017

Classifying histopathology wholeslides using fusion of decisions from deep convolutional network on a collection of random multiviews at multimagnification 
K Das, SPK Karri, AG Roy, J Chatterjee, D Sheet

2017

Fast deep convolutional face detection in the wild exploiting hard sample mining 
D Triantafyllidou, P Nousi, A Tefas

2017

Supervised Learning of SemanticsPreserving Hash via Deep Convolutional Neural Networks 
HF Yang, K Lin, CS Chen

2017

A Review of Image Recognition with Deep Convolutional Neural Network 
Q Liu, N Zhang, W Yang, S Wang, Z Cui, X Chen

2017

Deep Convolutional NetworksBased Image SuperResolution 
G Lin, Q Wu, X Huang, L Qiu, X Chen

2017

Cell dynamic morphology analysis by deep convolutional features 
H Li, Z Liu, F Pang, Y Shi

2017

Development of Finegrained Pill Identification Algorithm using Deep Convolutional Network 
YF Wong, HT Ng, KY Leung, KY Chan, SY Chan

2017

Hand Gesture Recognition Using Deep Convolutional Neural Networks 
G Madjarov

2017

Reconstruction of Diffusion Anisotropies Using 3D Deep Convolutional Neural Networks in Diffusion Imaging 
S Koppers, M Friedrichs, D Merhof

2017

Effects of Preprocessing in SliceLevel Classification of Interstitial Lung Disease Based on Deep Convolutional Networks 
Y Chang, Ö Smedby

2017

Application of Deep Convolutional Neural Network for Automated Detection of Myocardial Infarction Using ECG Signals 
UR Acharya, H Fujita, OS Lih, Y Hagiwara, JH Tan

2017

FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks 
L Wu, JZ Cheng, S Li, B Lei, T Wang, D Ni

2017

Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure 
HM Bui, M Lech, E Cheng, K Neville, IS Burnett

2017

Body Joint guided 3D Deep Convolutional Descriptors for Action Recognition 
C Cao, Y Zhang, C Zhang, H Lu

2017

A Streaming Accelerator for Deep Convolutional Neural Networks with Image and Feature Decomposition for Resourcelimited System Applications 
Y Du, L Du, Y Li, J Su, MCF Chang

2017

Training Deep Convolutional Neural Networks for LandCover Classification of HighResolution Imagery 
GJ Scott, MR England, WA Starms, RA Marcum

2017

Automatic Gleason grading of H&E stained microscopic prostate images using deep convolutional neural networks 
A Gummeson, I Arvidsson, M Ohlsson, NC Overgaard

2017

Exploiting Target Data to Learn Deep Convolutional Networks for SceneAdapted Human Detection 
S Wu, S Wang, R Laganière, C Liu, HS Wong, Y Xu

2017

A deep convolutional neural network with selection units for superresolution 
JS Choi, M Kim

2017

Cell Detection with Deep Convolutional Neural Network and Compressed Sensing 
Y Xue, N Ray

2017

Endtoend recognition of slab identification numbers using a deep convolutional neural network 
SJ Lee, JP Yun, G Koo, SW Kim

2017

Image Retrieval Using Fused Deep Convolutional Features 
H Liu, B Li, X Lv, Y Huang

2017

DSLRQuality Photos on Mobile Devices with Deep Convolutional Networks 
A Ignatov, N Kobyshev, K Vanhoey, R Timofte

2017

Deep convolutional networks superresolution method for reconstructing high frequency information of the single image 
M Zhao, C Cheng, Z Zhang, X Hao

2017

Image inpainting and superresolution using nonlocal recursive deep convolutional network with skip connections 
M Liu

2017

ContentBased Image Retrieval with Compact Deep Convolutional Features 
A Alzu'bi, A Amira, N Ramzan

2017

Automated Grading of AgeRelated Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks 
PM Burlina, N Joshi, M Pekala, KD Pacheco

2017

FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images 
D Cheng, G Meng, S Xiang, C Pan

2017

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals 
UR Acharya, SL Oh, Y Hagiwara, JH Tan, H Adeli

2017

Deep Convolutional Neural Network Inference with Floatingpoint Weights and Fixedpoint Activations 
L Lai, N Suda, V Chandra

2017

LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network 
D Ramachandram, T DeVries

2017

Multiphase Offline Signature Verification System Using Deep Convolutional Generative Adversarial Networks 
Z Zhang, X Liu, Y Cui

2017

Accurate segmentation of lung fields on chest radiographs using deep convolutional networks 
MR Arbabshirani, AH Dallal, C Agarwal, A Patel

2017

DeepGait: A Learning Deep Convolutional Representation for ViewInvariant Gait Recognition Using Joint Bayesian 
C Li, X Min, S Sun, W Lin, Z Tang

2017

A dyadic multiresolution deep convolutional neural wavelet network for image classification 
R Ejbali, M Zaied

2017

Bodhisattva head images modeling style recognition of Dazu Rock Carvings based on deep convolutional network 
H Wang, Z He, Y Huang, D Chen, Z Zhou

2017

Solar Event Classification Using Deep Convolutional Neural Networks 
A Kucuk, JM Banda, RA Angryk

2017

Choroid Segmentation from Optical Coherence Tomography with GraphEdge Weights Learned from Deep Convolutional Neural Networks 
X Sui, S Zhang, B Wei, H Bi, J Wu, X Pan, Y Yin

2017

Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks 
J Chang, S Scherer

2017

Parametric system identification using deep convolutional neural networks 
S Genc

2017

DeepCloud: GroundBased Cloud Image Categorization Using Deep Convolutional Features 
L Ye, Z Cao, Y Xiao

2017

Single Infrared Image Stripe Noise Removal Using Deep Convolutional Networks 
X Kuang, X Sui, Q Chen, G Gu

2017

A New Stochastic Computing Multiplier with Application to Deep Convolutional Neural Networks 
H Sim, J Lee

2017

Face Detection through ScaleFriendly Deep Convolutional Networks 
S Yang, Y Xiong, CC Loy, X Tang

2017

Deep convolutional neural networks as a decision support tool in medical problems–malignant melanoma case study 
A Kwasigroch, A Mikołajczyk, M Grochowski

2017

Deep Convolutional Neural Networks for facial expression recognition 
A Uçar

2017

Deep convolutional encoderdecoder network with model uncertainty for semantic segmentation 
S Isobe, S Arai

2017

A Study on Deep Convolutional Neural Network Based Approaches for Person Reidentification 
H Chahar, N Nain

2017

Hyperspectral image superresolution using deep convolutional neural network 
Y Li, J Hu, X Zhao, W Xie, JJ Li

2017

Automatic Semantic Style Transfer using Deep Convolutional Neural Networks and Soft Masks 
H Zhao, PL Rosin, YK Lai

2017

Deep convolutional networks for human sketches by means of the evolutionary deep learning 
S Fujino, N Mori, K Matsumoto

2016

AUCMaximized Deep Convolutional Neural Fields for Protein Sequence Labeling 
S Wang, S Sun, J Xu

2016

AucMaximized Deep Convolutional Neural Fields For Sequence Labeling 
S Wang, S Sun, J Xu

2016

Image Sentiment Analysis using Deep Convolutional Neural Networks with Domain Specific Fine Tuning 
S Jindal, S Singh

2016

Exploiting deep convolutional network and patchlevel CRFs for indoor semantic segmentation 
X Wu, M Du, W Chen, Z Li

2016

Driver behavior recognition based on deep convolutional neural networks 
S Yan, Y Teng, JS Smith, B Zhang

2016

Object recognition using deep convolutional neural networks with complete transfer and partial frozen layers 
MC Kruithof, H Bouma, NM Fischer, K Schutte

2016

CASCNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression 
L Cavigelli, P Hager, L Benini

2016

SCDCNN: HighlyScalable Deep Convolutional Neural Network using Stochastic Computing 
A Ren, J Li, Z Li, C Ding, X Qian, Q Qiu, B Yuan

2016

Understanding Deep Convolutional Networks 
S Mallat

2016

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition 
FJ Ordóñez, D Roggen

2016

Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification 
C Dixit

2016

Inductive Bias of Deep Convolutional Networks through Pooling Geometry 
N Cohen, A Shashua

2016

Deepmotion: a deep convolutional neural network on inertial body sensors for gait assessment in multiple sclerosis 
J Gong, MD Goldman, J Lach

2016

Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network 
P Ghamisi, B Höfle, XX Zhu

2016

A Study of Objectionable Images Classification with Deep Convolutional Neural Networks 
TH Lee

2016

Traffic sign classification with deep convolutional neural networks 
J CREDI

2016

Visualization of Deep Convolutional Neural Networks 
D Li

2016

Fully Automating Graf's Method for DDH Diagnosis Using Deep Convolutional Neural Networks 
D Golan, Y Donner, C Mansi, J Jaremko

2016

Deep Convolutional Neural Networks for Detection of Rail Surface Defects 
S Faghih

2016

Face Occlusion Detection Using Deep Convolutional Neural Networks 3 
Y Xia, B Zhang, F Coenen

2016

Semantic Segmentation Of Railway Track Images With Deep Convolutional Neural Networks 
X Gibert, VM Patel, R Chellappa

2016

A Deep Convolutional Neural Network for Segmenting and Classifying Epithelial and Stromal Regions in Histopathological Images 
J Xu, X Luo, G Wang, H Gilmore, A Madabhushi

2016

Classifying weight training workouts with deep convolutional neural networks: a precedent study 
J Park

2016

Reduced Memory Region Based Deep Convolutional Neural Network Detection 
D Tome, L Bondi, E Plebani, L Baroffio, D Pau

2016

Structured Pruning of Deep Convolutional Neural Networks 
S Anwar, K Hwang, W Sung

2016

Deep Convolutional Neural Network on iOS Mobile Devices 
CF Chen, GG Lee, V Sritapan, CY Lin

2016

Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks 
B Lusch, J Weholt, PD Maia, JN Kutz

2016

Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes 
X Xu, S Todorovic

2016

Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images 
W Li, P Cao, D Zhao, J Wang

2016

Very Deep Convolutional Networks for Natural Language Processing 
A Conneau, H Schwenk, L Barrault, Y Lecun

2016

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs 
LC Chen, G Papandreou, I Kokkinos, K Murphy

2016

Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs 
D Li, X Chen, M Becchi, Z Zong

2016

WaveNet: a deep convolutional neural network using directional wavelets for lowdose Xray CT reconstruction 
E Kan, J Min, JC Ye

2016

Historical Manuscript Production Date Estimation using Deep Convolutional Neural Networks 
F Wahlberg, W Tomas, B Anders

2016

Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network 
S Hong, J Oh, B Han, H Lee

2016

3D Mesh Labeling via Deep Convolutional Neural Networks 
K Guo, D Zou, X Chen

2016

Relative attributes with deep Convolutional Neural Network 
DJ Kim, D Yoo, S Im, N Kim, T Sirinukulwattana

2016

Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life 
GS Babu, P Zhao, XL Li

2016

Hyperspectral image reconstruction by deep convolutional neural network for classification 
Y Li, W Xie, H Li

2016

Fast and robust segmentation of the striatum using deep convolutional neural networks 
H Choi, KH Jin

2016

A Fast Deep Convolutional Neural Network for Face Detection in Big Visual Data 
D Triantafyllidou, A Tefas

2016

Thorax disease diagnosis using deep convolutional neural network 
J Chen, X Qi, O Tervonen, O Silvén, G Zhao

2016

From OnRoad to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of OffRoad Scenes 
CJ Holder, TP Breckon, X Wei

2016

Deep Convolutional Neural Network for Inverse Problems in Imaging 
KH Jin, MT McCann, E Froustey, M Unser

2016

Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings 
FC Morabito, M Campolo, C Ieracitano, JM Ebadi

2016

Deep3D: Fully Automatic 2Dto3D Video Conversion with Deep Convolutional Neural Networks 
J Xie, R Girshick, A Farhadi

2016

EndtoEnd Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation 
W Yang, W Ouyang, H Li, X Wang

2016

Writerindependent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks 
LG Hafemann, R Sabourin, LS Oliveira

2016

Muon Neutrino Disappearance in NOvA with a Deep Convolutional Neural Network Classifier 
D Rocco

2016

Classification of human activity on water through microDopplers using deep convolutional neural networks 
Y Kim, T Moon

2016

Relevance Feedback in Deep Convolutional Neural Networks for Content Based Image Retrieval 
M Tzelepi, A Tefas

2016

DeepCAMP: Deep Convolutional Action & Attribute MidLevel Patterns 
A Diba, AM Pazandeh, H Pirsiavash, L Van Gool

2016

Advances in Very Deep Convolutional Neural Networks for LVCSR 
T Sercu, V Goel

2016

Image Assessment Using Deep Convolutional Neural Networks 
Z Lin, H Jin, J Yang

2016

MUSTCNN: A MUltilayer ShiftandsTitch Deep Convolutional Architecture for Sequencebased Protein Structure Prediction 
Z Lin, Y Qi

2016

PersonNet: Person Reidentification with Deep Convolutional Neural Networks 
L Wu, C Shen, A Hengel

2016

ZooplanktoNet: Deep convolutional network for zooplankton classification 
J Dai, R Wang, H Zheng, G Ji, X Qiao

2016

Insect Classification With Heirarchical Deep Convolutional Neural Networks 
J Glick, K Miller

2016

Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hispeed Flame Video 
A Akintayo, KG Lore, S Sarkar, S Sarkar

2016

Name of Author: Bing Xu Title of Thesis: Deep Convolutional Networks for Image Classification Degree: Master of Science Year this Degree Granted: 2016 
B Xu, AB Edmonton

2016

Multifocus image fusion with a deep convolutional neural network 
Y Liu, X Chen, H Peng, Z Wang

2016

Realtime Traffic Sign Recognition system with deep convolutional neural network 
S Jung, U Lee, J Jung, DH Shim

2016

A SelfDriving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware 
T Hwu, J Isbell, N Oros, J Krichmar

2016

A Comparison Between a Deep Convolutional Neural Network and Radiologists for Classifying Regions of Interest in Mammography 
T Kooi, A Gubern

2016

Classification of dermoscopy patterns using deep convolutional neural networks 
S Demyanov, R Chakravorty, M Abedini, A Halpern

2016

Aspect Extraction for Opinion Miningwith a Deep Convolutional Neural Network 
S Poria, E Cambria, A Gelbukh

2016

Nonuniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation 
M Ghafoorian, N Karssemeijer, T Heskes

2016

Large Scale Indexing and Searching Deep Convolutional Neural Network Features 
G Amato, F Debole, F Falchi, C Gennaro, F Rabitti

2016

[Paper] Visual Instance Retrieval with Deep Convolutional Networks 
AS Razavian, J Sullivan, S Carlsson, A Maki

2016

Deep Depth SuperResolution: Learning Depth SuperResolution using Deep Convolutional Neural Network 
X Song, Y Dai, X Qin

2016

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection 
D Weimer, B Scholz

2016

Parametric Exponential Linear Unit for Deep Convolutional Neural Networks 
L Trottier, P Giguère, B Chaib

2016

Deep convolutional neural networks for predominant instrument recognition in polyphonic music 
Y Han, J Kim, K Lee

2016

EEGbased prediction of driver's cognitive performance by deep convolutional neural network 
M Hajinoroozi, Z Mao, TP Jung, CT Lin, Y Huang

2016

FPGAbased Accelerator for Deep Convolutional Neural Networks for the SPARK Environment 
R Morcel, M Ezzeddine, H Akkary

2016

Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus 
F Zhang, F Duarte, R Ma, D Milioris, H Lin, C Ratti

2016

Deep Convolutional Neural Networks for Histological Image Analysis in Gastric Carcinoma Whole Slide Images 
H Sharma, N Zerbe, I Klempert, O Hellwich, P Hufnagl

2016

Deep Convolutional Neural Networks for Human Embryonic Cell Counting 
A Khan, S Gould, M Salzmann

2016

Robotic Grasp Detection using Deep Convolutional Neural Networks 
S Kumra, C Kanan

2016

Natural Image Matting Using Deep Convolutional Neural Networks 
D Cho, YW Tai, I Kweon

2016

Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks 
X Pan, L Li, H Yang, Z Liu, J Yang, L Zhao, Y Fan

2016

Understanding the Effective Receptive Field in Deep Convolutional Neural Networks 
W Luo, Y Li, R Urtasun, R Zemel

2016

Deep Convolutional Neural Network Classifier for Handwritten Devanagari Character Recognition 
P Singh, A Verma, NS Chaudhari

2016

Partial discharge patterns recognition with deep Convolutional Neural Networks 
G Li, M Rong, X Wang, X Li, Y Li

2016

Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks 
Y Zhou, H Wang, F Xu, YQ Jin

2016

Very high resolution images classification by fine tuning deep convolutional neural networks 
M Iftene, Q Liu, Y Wang

2016

Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets 
Y Liu, E Racah, J Correa, A Khosrowshahi, D Lavers

2016

TraCount: a deep convolutional neural network for highly overlapping vehicle counting 
S Surya, RV Babu

2016

Low complexity encoder for feedbackchannelfree distributed video coding using deep convolutional neural networks at the decoder 
PR Bhagath, J Mukherjee, S Mukopadhayay

2016

Realtime target detection and recognition with deep convolutional networks for intelligent visual surveillance 
W Xu, J He, HL Zhang, B Mao, J Cao

2016

Supervised Image Classification Using Deep Convolutional Wavelets Network 
S Hassairi, R Ejbali, M Zaied

2016

Deep Convolutional Neural Networks for Multiinstance Multitask Learning 
T Zeng, S Ji

2016

Hierarchical committee of deep convolutional neural networks for robust facial expression recognition 
BK Kim, J Roh, SY Dong, SY Lee

2016

Deep Convolutional Neural Networks for ComputerAided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning 
HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao

2016

Eyeriss: An EnergyEfficient Reconfigurable Accelerator for Deep Convolutional Neural Networks 
YH Chen, T Krishna, J Emer, V Sze

2016

Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier 
M Panda, V Vihar

2016

Attribute Classification for Transformer Substation Based on Deep Convolutional Network 
J Wu, D Su, H Xu, S Pang, W Luo

2016

Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks 
Y Yu, H Lin, J Meng, Z Zhao

2016

Pornographic Image Detection Utilizing Deep Convolutional Neural Networks 
F Nian, T Li, Y Wang, M Xu, J Wu

2016

Accelerating Deep Convolutional Networks using lowprecision and sparsity 
G Venkatesh, E Nurvitadhi, D Marr

2016

Super Resolution of the Partial Pixelated Images With Deep Convolutional Neural Network 
H Mao, Y Wu, J Li, Y Fu

2016

Openset plant identification using an ensemble of deep convolutional neural networks 
M Mehdipour Ghazi, B Yanıkoğlu, E Aptoula

2016

DeepSense: A GPUbased Deep Convolutional Neural Network Framework on Commodity Mobile Devices 
LN Huynh, RK Balan, Y Lee

2016

Deep convolutional networks for automated detection of posteriorelement fractures on spine CT 
HR Roth, Y Wang, J Yao, L Lu, JE Burns, RM Summers

2016

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network 
M Anthimopoulos, S Christodoulidis, L Ebner, A Christe

2016

Shallow and Deep Convolutional Networks for Saliency Prediction 
J Pan, K McGuinness, E Sayrol, N O'Connor

2016

Camera identification with deep convolutional networks 
L Baroffio, L Bondi, P Bestagini, S Tubaro

2016

Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification 
S Pang, Y Xinyi

2016

Rankbased pooling for deep convolutional neural networks 
Z Shi, Y Ye, Y Wu

2016

Deep Convolutional Neural Networks for Forest Fire Detection 
Q Zhang, J Xu, L Xu, H Guo

2016

M $^ 2$ SNet: MultiModal Similarity Metric Learning based Deep Convolutional Network for Answer Selection 
M Lingxun, L Yan

2016

3Dbased Deep Convolutional Neural Network for Action Recognition with Depth Sequences 
Z Liu, C Zhang, Y Tian

2016

Churn analysis using deep convolutional neural networks and autoencoders 
A Wangperawong, C Brun, O Laudy, R Pavasuthipaisit

2016

Detection and Diagnosis of Breast Tumors using Deep Convolutional Neural Networks 
JD Gallego

2016

String representations and distances in deep convolutional neural networks for image classification 
C Barat, C Ducottet

2016

Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Cameratrap Images using Very Deep Convolutional Neural Networks 
A Gomez, A Salazar

2016

Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? 
G Urban, KJ Geras, SE Kahou, O Aslan, S Wang

2016

Stargalaxy Classification Using Deep Convolutional Neural Networks 
EJ Kim, RJ Brunner

2016

Stroke SequenceDependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition 
B Hu, X Liu, X Wu, Q Chen

2016

HighThroughput Classification of Radiographs Using Deep Convolutional Neural Networks 
A Rajkomar, S Lingam, AG Taylor, M Blum, J Mongan

2016

Transferred Deep Convolutional Neural Network Features for Extensive Facial Landmark Localization 
S Zhang, H Yang, ZP YIN

2016

SingleCell Phenotype Classification Using Deep Convolutional Neural Networks. 
O Dürr, B Sick

2016

Deep Convolutional networks with superpixel segmentation for hyperspectral image classification 
J Cao, Z Chen, B Wang

2016

Graphbased deep Convolutional networks for Hyperspectral image classification 
J Cao, Z Chen, B Wang

2016

Road crack detection using deep convolutional neural network 
L Zhang, F Yang, YD Zhang, YJ Zhu

2016

Breast Mass Classification from Mammograms using Deep Convolutional Neural Networks 
D Lévy, A Jain

2016

Memory Efficient Nonuniform Quantization for Deep Convolutional Neural Network 
F Sun, J Lin

2016

Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks 
DD Lin, SS Talathi

2016

Blind SuperResolution with Deep Convolutional Neural Networks 
C Peyrard, M Baccouche, C Garcia

2016

Deep Convolutional Neural Networks for Classifying Body Constitution 
H Li, B Xu, N Wang, J Liu

2016

Revisiting Deep Convolutional Neural Networks for RGBD Based Object Recognition 
L Madai

2016

DeepPainter: Painter Classification Using Deep Convolutional Autoencoders 
OE David, NS Netanyahu

2016

Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks 
A Mousavian, H Pirsiavash, J Kosecka

2016

Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection 
N Takahashi, M Gygli, B Pfister, L Van Gool

2016

Refining Architectures of Deep Convolutional Neural Networks 
S Shankar, D Robertson, Y Ioannou, A Criminisi

2016

The Precise Vehicle Retrieval in Traffic Surveillance with Deep Convolutional Neural Networks 
B Su, J Shao, J Zhou, X Zhang, L Mei, C Hu

2016

Image Colorization Using a Deep Convolutional Neural Network 
T Nguyen, K Mori, R Thawonmas

2016

Food Image Recognition Using Very Deep Convolutional Networks 
H Hassannejad, G Matrella, P Ciampolini, I De Munari

2016

Growing Random Forest on Deep Convolutional Neural Networks for Scene Categorization 
S Bai

2016

Sensorbased Gait Parameter Extraction with Deep Convolutional Neural Networks 
J Hannink, T Kautz, CF Pasluosta, J Klucken

2016

DeepTLR: A single deep convolutional network for detection and classification of traffic lights 
M Weber, P Wolf, JM Zöllner

2016

Space Object classification using deep Convolutional Neural Networks 
R Linares, R Furfaro

2016

Face Alignment by Deep Convolutional Network with Adaptive Learning Rate 
Z Shao, S Ding, H Zhu, C Wang, L Ma

2016

Photograph aesthetical evaluation and classification with Deep Convolutional Neural Networks 
Y Tan, P Tang, Y Zhou, W Luo, Y Kang, G Li

2016

Deep Convolutional Neural Network for 6DOF Image Localization 
D Jia, Y Su, C Li

2016

Finetuning deep convolutional neural networks for distinguishing illustrations from photographs 
G Gando, T Yamada, H Sato, S Oyama, M Kurihara

2016

AUCpreD: proteomelevel protein disorder prediction by AUCmaximized deep convolutional neural fields 
S Wang, J Ma, J Xu

2016

Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations 
FJ Ordonez Morales, D Roggen

2016

Digital mammographic tumor classification using transfer learning from deep convolutional neural networks 
BQ Huynh, H Li, ML Giger

2016

Contextaware Deep Convolutional Neural Networks for Industrial Inspection 
D Weimer, AY Benggolo, M Freitag

2016

CrowdNet: A Deep Convolutional Network for Dense Crowd Counting 
L Boominathan, SSS Kruthiventi, RV Babu

2016

Robot grasp detection using multimodal deep convolutional neural networks 
Z Wang, Z Li, B Wang, H Liu

2016

Animal Identification in Low Quality CameraTrap Images Using Very Deep Convolutional Neural Networks and Confidence Thresholds 
A Gomez, G Diez, A Salazar, A Diaz

2016

Intrinsic Image Decomposition Using Deep Convolutional Networks 
M Vitelli

2016

Measuring Customer Behavior with Deep Convolutional Neural Networks 
V Albu

2016

Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images 
D Maji, A Santara, P Mitra, D Sheet

2016

Multitask deep convolutional neural networks for efficient and robust traffic lane detection 
X Mei, DV Prokhorov, J Li, D Tao

2016

Incorporating Image Priors with Deep Convolutional Neural Networks for Image SuperResolution 
Y Liang, J Wang, S Zhou, Y Gong, N Zheng

2016

Automatic abdominal multiorgan segmentation using deep convolutional neural network and timeimplicit level sets 
P Hu, F Wu, J Peng, Y Bao, F Chen, D Kong

2016

Smile detection in the wild with deep convolutional neural networks 
J Chen, Q Ou, Z Chi, H Fu

2016

Ceci n'est pas une pipe: A Deep Convolutional Network for Fineart Paintings Classification 
WR Tan, CS Chan, HE Aguirre, K Tanaka

2016

Deep Convolutional Neural Networks for MicroscopyBased Point of Care Diagnostics 
JA Quinn, R Nakasi, PKB Mugagga, P Byanyima

2016

Radio Frequency Interference mitigation using deep convolutional neural networks 
J Akeret, C Chang, A Lucchi, A Refregier

2016

Prognostics of Combustion Instabilities from Hispeed Flame Video using A Deep Convolutional Selective Autoencoder 
A Akintayo, KG Lore, S Sarkar, S Sarkar

2016

Garments Texture Design Class Identification Using Deep Convolutional Neural Network 
SMS Islam, EK Dey, MNA Tawhid, BMM Hossain

2015

Multiclass classification based on a deep convolutional network for head pose estimation 
CAI Ying, M YANG, LI Jun

2015

Weaklyand SemiSupervised Learning of a Deep Convolutional Network for Semantic Image Segmentation 
G Papandreou, LC Chen, K Murphy, AL Yuille

2015

Deep convolutional neural networks for ATR from SAR imagery 
DAE Morgan

2015

A New Multichannels Sequence Recognition Framework Using Deep Convolutional Neural Network 
R Zhang, C Li, D Jia

2015

HighResolution SAR Image Classification via Deep Convolutional Autoencoders 
J Geng, J Fan, H Wang, X Ma, B Li, F Chen

2015

Modeling the intronic regulation of Alternative Splicing using Deep Convolutional Neural Nets 
J Linder

2015

Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction 
Y Zhang, K Sohn, R Villegas, G Pan, H Lee

2015

Multiview Face Detection Using Deep Convolutional Neural Networks 
SS Farfade, M Saberian, LJ Li

2015

Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network 
HR Roth, J Yao, L Lu, J Stieger, JE Burns

2015

DeepOrgan: Multilevel Deep Convolutional Networks for Automated Pancreas Segmentation 
HR Roth, L Lu, A Farag, HC Shin, J Liu, E Turkbey

2015

Learning features from Improved Dense Trajectories using deep convolutional networks for Human Activity Recognition 
S Muralidharan, BC Burnaby, M Javan, QC Montreal

2015

Multifacet Learning using Deep Convolutional Neural Network for PersonRelated Categories in Photos 
L Cao, Z Yan, JR Smith

2015

SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet 
L Zhang, D Zhang

2015

Deep Convolutional Neural Networks for Automated Scoring of Constructed Responses 
D Higgins, L Chen, M Heilman, K Zechner, N Madnani

2015

Simultaneous classification of several features of a person's appearance using a deep convolutional neural network 
AI Kukharenko, AS Konushin

2015

A Generative Model for Deep Convolutional Learning 
Y Pu, X Yuan, L Carin

2015

Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition 
B Liu, J Liu, J Wang, H Lu

2015

Deep Convolutional Neural Networks for Smile Recognition 
PO Glauner

2015

Pedestrian detection based on deep convolutional neural network with ensemble inference network 
H Fukui, T Yamashita, Y Yamauchi, H Fujiyoshi

2015

Deep Convolutional Networks are Hierarchical Kernel Machines 
F Anselmi, L Rosasco, CTT Poggio

2015

SegNet: A Deep Convolutional EncoderDecoder Architecture for Image Segmentation 
V Badrinarayanan, A Kendall, R Cipolla

2015

Action Recognition From Depth Maps Using Deep Convolutional Neural Networks 
P Wang, W Li, Z Gao, J Zhang, C Tang, PO Ogunbona

2015

Vehicle Color Recognition in The Surveillance with Deep Convolutional Neural Networks 
B Su, J Shao, J Zhou, X Zhang, L Mei

2015

DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for LargeScale Unconstrained Handwritten Chinese Character Recognition 
W Yang, L Jin, D Tao, Z Xie, Z Feng

2015

Deep convolutional neural networks for classifying GPR Bscans 
LE Besaw, PJ Stimac

2015

AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structurebased Drug Discovery 
I Wallach, M Dzamba, A Heifets

2015

Deep convolutional neural networks for pedestrian detection 
D Tomè, F Monti, L Baroffio, L Bondi, M Tagliasacchi

2015

DeepChart: Combining Deep Convolutional Networks and Deep Belief Networks in Chart Classification 
B Tang, X Liu, J Lei, M Song, D Tao, S Sun, F Dong

2015

Nonlinear Metric Learning with Deep Convolutional Neural Network for Face Verification 
R Huang, F Lang, C Shu

2015

BoostingLike Deep Convolutional Network for Pedestrian Detection 
L Wang, B Zhang, W Yang

2015

Learning The Structure of Deep Convolutional Networks 
J Feng, T Darrell

2015

Deep convolutional architecture for natural image denoising 
X Wang, Q Tao, L Wang, D Li, M Zhang

2015

Learning a Deep Convolutional Network for LightField Image SuperResolution 
Y Yoon, HG Jeon, D Yoo, JY Lee, I Kweon

2015

Transferring Deep Convolutional Neural Networks for the Scene Classification of HighResolution Remote Sensing Imagery 
F Hu, GS Xia, J Hu, L Zhang

2015

NonLinear Text Regression with a Deep Convolutional Neural Network 
Z Bitvai, T Cohn

2015

Deep Convolutional Neural Networks for Action Recognition Using Depth Map Sequences 
P Wang, W Li, Z Gao, J Zhang, C Tang, P Ogunbona

2015

Deep Convolutional Network for Handwritten Chinese Character Recognition 
Y Zhang

2015

Deep Convolutional Inverse Graphics Network 
TD Kulkarni, W Whitney, P Kohli, JB Tenenbaum

2015

A Study of General FineGrained Classification with Deep Convolutional Neural Networks 
TH Lee

2015

Cascade Of Classifiers Based On Binary, NonBinary And Deep Convolutional Network Descriptors For Video Concept Detection 
F Markatopoulou, V Mezaris, I Patras

2015

Deep Convolutional Neural Networks for Hyperspectral Image Classification 
W Hu, Y Huang, W Li, F Zhang, H Li

2015

Deep Convolutional Neural Networks for Object Extraction from High Spatial Resolution Remotely Sensed Imagery 
Y Shu

2015

A taxonomy of Deep Convolutional Neural Nets for Computer Vision 
S Srinivas, RK Sarvadevabhatla, KR Mopuri, N Prabhu

2015

Learning Deep Convolutional Neural Networks for Places2 Scene Recognition 
L Shen, Z Lin, Q Huang

2015

Twitter Sentiment Analysis Using Deep Convolutional Neural Network 
D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski

2015

MultiScale Pyramid Pooling for Deep Convolutional Representation 
D Yoo, S Park, JY Lee, I Kweon

2015

SegNet: A Deep Convolutional EncoderDecoder Architecture for Robust Semantic PixelWise Labelling 
V Badrinarayanan, A Handa, R Cipolla

2015

DeepCough: A Deep Convolutional Neural Network in A Wearable Cough Detection System 
J Amoh, K Odame

2015

Aircraft Detection by Deep Convolutional Neural Networks 
X Chen, S Xiang, CL Liu, CH Pan

2015

Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation 
DL Richmond, D Kainmueller, MY Yang, EW Myers

2015

Food image recognition using deep convolutional network with pretraining and finetuning 
K Yanai, Y Kawano

2015

Classifying Digestive Organs in Wireless Capsule Endoscopy Images Based on Deep Convolutional Neural Network 
Y Zou, L Li, Y Wang, J Yu, Y Li, WJ Deng

2015

DeepCNFD: Predicting Protein Order/Disorder Regions by Weighted Deep Convolutional Neural Fields 
S Wang, S Weng, J Ma, Q Tang

2015

Nonparametric Scene Parsing With Deep Convolutional Features And Dense Alignment 
CH Ma, CT Hsu, B Huet

2015

Teaching iCub to recognize objects using deep Convolutional Neural Networks 
G Pasquale, C Ciliberto, F Odone, L Rosasco, L Natale

2015

Deep Convolutional Networks on GraphStructured Data 
M Henaff, J Bruna, Y LeCun

2015

DeXpression: Deep Convolutional Neural Network for Expression Recognition 
P Burkert, F Trier, MZ Afzal, A Dengel, M Liwicki

2015

Kernelized Deep Convolutional Neural Network for Describing Complex Images 
Z Liu

2015

Semiand WeaklySupervised Semantic Segmentation with Deep Convolutional Neural Networks 
Y Wang, J Liu, Y Li, H Lu

2015

Deep Convolutional Neural Networks for Brain Computer Interface using Motor Imagery 
I Walker, M Deisenroth, A Faisal

2015

Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection 
H Kataoka, K Iwata, Y Satoh

2015

Adaptive Cascade Deep Convolutional Neural Networks for Face Alignment 
Y Dong, Y Wu

2015

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks 
J Yue, W Zhao, S Mao, H Liu

2015

CNNTracker: Online Discriminative Object Tracking via Deep Convolutional Neural Network 
Y Chen, X Yang, B Zhong, S Pan, D Chen, H Zhang

2015

Deep Convolutional Features for Image Based Retrieval and Scene Categorization 
A Mousavian, J Kosecka

2015

Maxout neurons for deep convolutional and LSTM neural networks in speech recognition 
M Cai, J Liu

2015

UCTEnhanced Deep Convolutional Neural Network for Move Recommendation in Go 
S Paisarnsrisomsuk

2015

Finetuning deep convolutional networks for plant recognition 
AK Reyes, JC Caicedo, JE Camargo

2015

Compression Artifacts Reduction by a Deep Convolutional Network 
C Dong, Y Deng, CC Loy, X Tang

2015

Parametric Learning of Deep Convolutional Neural Network 
R Zhong, T Tezuka

2015

Deep Convolutional Neural Networks for MultiModality Isointense Infant Brain Image Segmentation 
W Zhang, R Li, H Deng, L Wang, W Lin, S Ji, D Shen

2015

Image SuperResolution Using Deep Convolutional Networks 
C Dong, CC Loy, K He, X Tang

2015

Protein secondary structure prediction using deep convolutional neural fields 
S Wang, J Peng, J Ma, J Xu

2015

StixelNet: A Deep Convolutional Network for Obstacle Detection and Road Segmentation 
D Levi, N Garnett, E Fetaya, I Herzlyia, I Rehovot

2015

Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach 
M Fire, J Schler

2015

Hyperparameter search for deep convolutional neural network using effect factors 
Z Li, L Jin, C Yang, Z Zhong

2015

Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields 
F Liu, C Shen, G Lin, I Reid

2015

Optimizing FPGAbased Accelerator Design for Deep Convolutional Neural Networks 
C Zhang, P Li, G Sun, Y Guan, B Xiao, J Cong

2015

Fixed Point Quantization of Deep Convolutional Networks 
DD Lin, SS Talathi, VS Annapureddy

2015

Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks 
W Li, F Jia, Q Hu

2015

Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos 
T Pfister, K Simonyan, J Charles, A Zisserman

2015

Accelerating Very Deep Convolutional Networks for Classification and Detection 
X Zhang, J Zou, K He, J Sun

2015

Multiple deep convolutional neural networks averaging for face alignment 
S Zhang, H Yang, Z Yin

2015

DeepContour: A Deep Convolutional Feature Learned by Positivesharing Loss for Contour Detection draft version, CVPR2015 
W Shen, X Wang, Y Wang, X Bai, Z Zhang

2015

Protein sequence labelling by AUCmaximized Deep Convolutional Neural Fields 
S Wang, J Ma, S Sun, J Xu

2015

Accurate Image SuperResolution Using Very Deep Convolutional Networks 
J Kim, JK Lee, KM Lee

2015

On The Analysis Of Deep Convolutional Neural Networks Applied To Building Detection In Satellite Images 
B KARAGÖZ

2015

Chart classification by combining deep convolutional networks and deep belief networks 
X Liu, B Tang, Z Wang, X Xu, S Pu, D Tao, M Song

2015

Human Detection and Activity Classification Based on MicroDoppler Signatures Using Deep Convolutional Neural Networks 
Y Kim, T Moon

2015

Mediated Experts for Deep Convolutional Networks 
S Agethen, WH Hsu

2015

SuperResolution with Deep Convolutional Sufficient Statistics 
J Bruna, P Sprechmann, Y LeCun

2015

Crossdimensional Weighting for Aggregated Deep Convolutional Features 
Y Kalantidis, C Mellina, S Osindero

2015

Sparse Coral Classification Using Deep Convolutional Neural Networks 
M Elawady

2015

Deep Convolutional Neural Networks for efficient vision based tunnel inspection 
K Makantasis, E Protopapadakis, A Doulamis

2015

Bayesian SegNet: Model Uncertainty in Deep Convolutional EncoderDecoder Architectures for Scene Understanding 
A Kendall, V Badrinarayanan, R Cipolla

2015

Deep convolutional networks for pancreas segmentation in CT imaging 
HR Roth, A Farag, L Lu, EB Turkbey, RM Summers

2015

Motion Sequence Recognition with Multisensors Using Deep Convolutional Neural Network 
R Zhang, C Li

2015

Deep Convolutional Neural Networks On Multichannel Time Series For Human Activity Recognition 
JB Yang, MN Nguyen, PP San, XL Li, S Krishnaswamy

2015

Highly Accurate Food/NonFood Image Classification Based on a Deep Convolutional Neural Network 
H Kagaya, K Aizawa

2015

Food Recognition for Dietary Assessment Using Deep Convolutional Neural Networks 
S Christodoulidis, M Anthimopoulos, S Mougiakakou

2015

Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks 
M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth

2015

Outdoor scene labeling using deep convolutional neural networks 
W Jun, Z Chaolliang, L Shirong, W Jian

2015

Supervised Greedy LayerWise Training for Deep Convolutional Networks with Small Datasets 
D Rueda

2015

Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion Segmentation 
T Brosch, Y Yoo, LYW Tang, DKB Li, A Traboulsee

2015

Kinship Verification with Deep Convolutional Neural Networks 
K Zhang12, Y Huang, C Song, H Wu, L Wang

2014

Deep Convolutional Neural Fields for Depth Estimation from a Single Image 
F Liu, C Shen, G Lin

2014

The Application of Twolevel Attention Models in Deep Convolutional Neural Network for Finegrained Image Classification 
T Xiao, Y Xu, K Yang, J Zhang, Y Peng, Z Zhang

2014

Deep convolutional filter banks for texture recognition and segmentation 
M Cimpoi, S Maji, A Vedaldi

2014

Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs 
LC Chen, G Papandreou, I Kokkinos, K Murphy

2014

Occlusion Edge Detection in RGBD Frames using Deep Convolutional Networks 
S Sarkar, V Venugopalan, K Reddy, M Giering, J Ryde

2014

Handwritten Hangul recognition using deep convolutional neural networks 
IJ Kim, X Xie

2014

DeepIDNet: multistage and deformable deep convolutional neural networks for object detection 
W Ouyang, P Luo, X Zeng, S Qiu, Y Tian, H Li, S Yang

2014

Memory Bounded Deep Convolutional Networks 
MD Collins, P Kohli

2014

ErrorDriven Incremental Learning in Deep Convolutional Neural Network for LargeScale Image Classification 
T Xiao, J Zhang, K Yang, Y Peng, Z Zhang

2014

DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks 
T Chen, D Borth, T Darrell, SF Chang

2014

Deep Convolutional Neural Network for Image Deconvolution 
L Xu, JSJ Ren, C Liu, J Jia

2014

Deep convolutional neural networks for largescale speech tasks 
TN Sainath, B Kingsbury, G Saon, H Soltau

2014

Visual Sentiment Prediction with Deep Convolutional Neural Networks 
C Xu, S Cetintas, KC Lee, LJ Li

2014

Spiking Deep Convolutional Neural Networks for EnergyEfficient Object Recognition 
Y Cao, Y Chen, D Khosla

2014

An Efficient Implementation of Deep Convolutional Neural Networks on a Mobile Coprocessor 
J Jin, V Gokhale, A Dundar, B Krishnamurthy, B Martini

2014

On Vectorization of Deep Convolutional Neural Networks for Vision Tasks 
JSJ Ren, L Xu

2014

Move Evaluation In Go Using Deep Convolutional Neural Networks 
CJ Maddison, A Huang, I Sutskever, D Silver

2014

DeepIDNet: Deformable Deep Convolutional Neural Networks for Object Detection 
W Ouyang, X Wang, X Zeng, S Qiu, P Luo, Y Tian, H Li

2014

Teaching Deep Convolutional Neural Networks to Play Go 
C Clark, A Storkey

2014

Deep Convolutional Neural Networks With An Application Towards Geospatial Object Recognition 
E BATI

2014

Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection 
G Papandreou, I Kokkinos, PA Savalle

2014

Part Detector Discovery in Deep Convolutional Neural Networks 
M Simon, E Rodner, J Denzler

2014

3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network 
S Li, AB Chan
