Deep Learning Publication Navigator - subtopic: using convolutional neural


Year TitleAuthor
2017   Fast content-based image retrieval using Convolutional Neural Network and hash function  DI Varga, T Szirányi
2017   Towards Graffiti Classification in Weakly Labeled Images Using Convolutional Neural Networks  VO Andersson, RM Araujo 
2017   Robust Hand Pose Regression Using Convolutional Neural Networks  F Gomez
2017   VoNet: vehicle orientation classification using convolutional neural network  R You, JW Kwon
2017   Road Detection using Convolutional Neural Networks  A Narayan, E Tuci, F Labrosse, MHM Alkilabi
2017   Text detection in natural images using convolutional neural networks  MM Grond
2017   Pedestrian Movement Direction Recognition Using Convolutional Neural Networks  A Dominguez
2017   Driving Like a Human: Imitation Learning for Path Planning using Convolutional Neural Networks  E Rehder, J Quehl, C Stiller 
2017   Fully automated segmentation of prostate whole gland and transition zone in diffusion-weighted MRI using convolutional neural networks  T Clark, J Zhang, S Baig, A Wong, MA Haider 
2017   Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation  HR Roth, L Lu, J Liu, J Yao, A Seff, K Cherry, L Kim
2017   Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging  HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao
2017   Relative Camera Pose Estimation Using Convolutional Neural Networks  I Melekhov, J Kannala, E Rahtu
2017   Object Detection Using Convolutional Neural Networks in a Coarse-to-Fine Manner  X Li, S Wang
2017   Nuclei Recognition Using Convolutional Neural Network and Hough Transform  M Żejmo, M Kowal, J Korbicz, R Monczak
2017   Classification of Quantitative Light-Induced Fluorescence Images Using Convolutional Neural Network  S Imangaliyev, MH van der Veen, C Volgenant
2017   Infer Cause of Death for Population Health Using Convolutional Neural Network  H Wu, MD Wang
2017   Detection of Neurons on Images of the Histological Slices Using Convolutional Neural Network  I Fomin, V Mikhailov, A Bakhshiev, N Merkulyeva
2017   Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network  UR Acharya, H Fujita, SL Oh, U Raghavendra, JH Tan
2017   Intelligent constellation diagram analyzer using convolutional neural network-based deep learning  D Wang, M Zhang, J Li, Z Li, J Li, C Song, X Chen
2017   Modulation classification using convolutional Neural Network based deep learning model  S Peng, H Jiang, H Wang, H Alwageed, YD Yao
2017   A Data-Driven Response Virtual Sensor Technique with Partial Vibration Measurements Using Convolutional Neural Network  SB Sun, YY He, SD Zhou, ZJ Yue 
2017   Abstract TP48: Automated Deep Learning-based Measurement of DWI Lesion Volume in Acute Stroke Using Convolutional Neural Networks  S Winzeck, MJ Bouts, E McIntosh, R Bezerra, I Diwan
2017   View-interpolation of sparsely sampled sinogram using convolutional neural network  H Lee, J Lee, S Cho
2017   Decision Support System for Age-Related Macular Degeneration Using Convolutional Neural Networks.  M Langarizadeh, B Maghsoudi, N Nilforushan
2017   Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling  M Vania, D Mureja, D Lee 
2017   Electroencephalogram-based decoding cognitive states using convolutional neural network and likelihood ratio based score fusion  R Zafar, SC Dass, AS Malik
2017   Human activity recognition from accelerometer data using Convolutional Neural Network  SM Lee, SM Yoon, H Cho
2017   Cell Segmentation In Cancer Histopathology Images Using Convolutional Neural Networks  V Kavassery Rajalingam
2017   Clockless biologically-plausible architecture for temporal perception using convolutional neural networks  Z Fountas, K Nikiforou, D Bhowmik, M Shanahan
2017   Transfer Learning for sEMG Hand Gestures Recognition Using Convolutional Neural Networks  U Côté
2017   Coronary luminal and wall mask prediction using convolutional neural network  Y Hong, YM Hong, Y Jang, S Kim, B Jeon, S Jung
2017   Unsupervised body part regression using convolutional neural network with self-organization  K Yan, L Lu, RM Summers
2017   Research on fault diagnosis of hydraulic pump using convolutional neural network  J Yan, H Zhu, X Yang, Y Cao, L Shao
2017   Lesion Classification in Mammograms Using Convolutional Neural Networks and Transfer Learning  A Perre, LA Alexandre, LC Freire 
2017   Classification of breast cancer cytological specimen using convolutional neural network  M Żejmo, M Kowal, J Korbicz, R Monczak
2017   Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks  P Lakhani, B Sundaram
2017   Neonatal Seizure Detection using Convolutional Neural Networks  A O'Shea, G Lightbody, G Boylan, A Temko
2017   Automated plasmodia recognition in microscopic images for diagnosis of malaria using convolutional neural networks  S Krappe, M Benz, A Gryanik, E Tannich, C Wegner
2017   Iterative PET Image Reconstruction Using Convolutional Neural Network Representation  K Gong, J Guan, K Kim, X Zhang, GE Fakhri, J Qi, Q Li 
2017   Finding strong lenses in CFHTLS using convolutional neural networks  C Jacobs, K Glazebrook, T Collett, A More, C McCarthy
2017   Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks  M Weigert, L Royer, F Jug, G Myers
2017   Supervised local error estimation for nonlinear image registration using convolutional neural networks  KAJ Eppenhof, JPW Pluim
2017   Recognition, location, measurement, and 3D reconstruction of concealed cracks using convolutional neural networks  Z Tong, J Gao, H Zhang
2017   Histopathological Diagnosis for Viable and Non-viable Tumor Prediction for Osteosarcoma Using Convolutional Neural Network  R Mishra, O Daescu, P Leavey, D Rakheja, A Sengupta
2017   Deep learning-based crack damage detection using convolutional neural network"  YJ Cha, W Choi, O Buyukozturk
2017   Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks  M Gul, BK Gunturk
2017   Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity Using Convolutional Neural Networks  NE O'Connor
2017   NB-CNN: Deep Learning-based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion  FC Chen, MR Jahanshahi 
2017   Fully Automatic Acute Ischemic Lesion Segmentation in DWI Using Convolutional Neural Networks  L Chen, P Bentley, D Rueckert
2017   Image Crowd Counting Using Convolutional Neural Network and Markov Random Field  K Han, W Wan, H Yao, L Hou
2017   Recognizing Arabic letter utterance using convolutional neural network  RA Rajagede, CK Dewa
2016   Fingerprint Liveness Detection using Convolutional Neural Networks  R Nogueira, R Lotufo, R Campos Machado
2016   Edge Detection Using Convolutional Neural Network  R Wang
2016   Speaker Identification And Clustering Using Convolutional Neural Networks  Y Lukic, C Vogt, O Dürr, T Stadelmann
2016   Automatic Classification of Anuran Sounds Using Convolutional Neural Networks  J Colonna, T Peet, CA Ferreira, AM Jorge, EF Gomes
2016   Face Hallucination Using Convolutional Neural Network with Iterative Back Projection  D Huang, H Liu
2016   Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks  M Längkvist, A Kiselev, M Alirezaie, A Loutfi
2016   Predicting Online Doctor Ratings from User Reviews Using Convolutional Neural Networks  RD Sharma, S Tripathi, SK Sahu, S Mittal, A Anand
2016   Audio signals encoding for cough classification using convolutional neural networks: A comparative study  HH Wang, JM Liu, M You, GZ Li
2016   Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks  F Sheikhzadeh, A Carraro, J Korbelic, C MacAulay
2016   Single-Image Super Resolution for Multispectral Remote Sensing Data Using Convolutional Neural Networks  L Liebel, M Körner
2016   Emulating Human Conversations using Convolutional Neural Network-based IR  A Prakash, C Brockett, P Agrawal
2016   Knowledge Based 3d Building Model Recognition Using Convolutional Neural Networks from LIDAR and Aerial Imageries  F Alidoost, H Arefi
2016   Avian retinal photoreceptor detection and classification using Convolutional Neural Networks  ED Collier
2016   Face Recognition across Time Lapse Using Convolutional Neural Networks  H El Khiyari, H Wechsler
2016   Automatic Age and Gender Recognition in Human Face Image Dataset using Convolutional Neural Network System  S Shaik, AA Micheal
2016   Food Image Recognition by Using Convolutional Neural Networks (CNNs)  Y Lu
2016   Automatic detection and classification of leukocytes using convolutional neural networks  J Zhao, M Zhang, Z Zhou, J Chu, F Cao
2016   Automatic Microcalcification Detection in Multi-vendor Mammography Using Convolutional Neural Networks  JJ Mordang, T Janssen, A Bria, T Kooi
2016   Natural Scene Digit Classification Using Convolutional Neural Networks  Z Wang, P Jiang, X Zhang, F Wang
2016   Feature point description and classification for urban street scenes using convolutional neural networks  H WALLENIUS
2016   3D Object Recognition Based on Volumetric Representation Using Convolutional Neural Networks  X Xu, D Corrigan, A Dehghani, S Caulfield, D Moloney
2016   A Novel Approach of Face Recognition using Convolutional Neural Networks  TS AKHEEL, D JILANI
2016   Fine Hand Segmentation using Convolutional Neural Networks  T Vodopivec, V Lepetit, P Peer
2016   Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks  Y Zhang, S Song, E Yumer, M Savva, JY Lee, H Jin
2016   Unconstrained Face Detection from a Mobile Source Using Convolutional Neural Networks  S Chaudhry, R Chandra
2016   Fusing LIDAR and images for pedestrian detection using convolutional neural networks  J Schlosser, CK Chow, Z Kira
2016   Prostate Cancer Classification using Convolutional Neural Networks  A Gummeson
2016   Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks  L Zhang, A Gooya, B Dong, R Hua, SE Petersen
2016   Evaluation of Infants with Spinal Muscular Atrophy Type-I Using Convolutional Neural Networks  B Soran, L Lowes, KM Steele
2016   Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation  Y Han, K Lee
2016   Classification in Bone Scintigraphy Images Using Convolutional Neural Networks  J Dang
2016   Image Colorization Using Convolutional Neural Network  Y Zhao, D Xu, Y Zhang
2016   Thermal face recognition using convolutional neural network  Z Wu, M Peng, T Chen
2016   Compression Artifacts Removal Using Convolutional Neural Networks  P Svoboda, M Hradis, D Barina, P Zemcik
2016   Efficient object detection using convolutional neural network-based hierarchical feature modeling  B Lee, E Erdenee, S Jin, PK Rhee
2016   Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks  AR Ismail, AZ Abdullah
2016   Short-time activity recognition with wearable sensors using convolutional neural network  M Sheng, J Jiang, B Su, Q Tang, AA Yahya, G Wang
2016   Architecture of Emotion in Robots Using Convolutional Neural Networks  M Ghayoumi, AK Bansal
2016   Classification of Malignancy of Lung Nodules in CT Images Using Convolutional Neural Network  GLF da Silva, AC Silva, AC de Paiva, M Gattass
2016   Dcase 2016 Acoustic Scene Classification Using Convolutional Neural Networks  M Valenti, A Diment, G Parascandolo, S Squartini
2016   Melanoma Detection by Analysis of Clinical Images Using Convolutional Neural Network  E Nasr
2016   Semantic-Based Brain MRI Image Segmentation Using Convolutional Neural Network  Y Chou, DJ Lee, D Zhang
2016   Vessel Detection on Cerebral Angiograms Using Convolutional Neural Networks  Y Fu, J Fang, B Quachtran, N Chachkhiani, F Scalzo
2015   Offline Writer Identification Using Convolutional Neural Network Activation Features  V Christlein, D Bernecker, A Maier, E Angelopoulou
2015   Automatic Detection of Multiple Organs Using Convolutional Neural Networks  E Cole, S Hussein
2015   Classification of Spatial Audio Location and Content Using Convolutional Neural Networks  T Hirvonen
2015   Facial Point Detection Using Convolutional Neural Network Transferred From A Heterogeneous Task  T Yamashita, T Watasue, Y Yamauchi, H Fujiyoshi
2015   Sketch-based 3D Shape Retrieval using Convolutional Neural Networks  F Wang, L Kang, Y Li
2015   Human Action Recognition Based on Recognition of Linear Patterns in Action Bank Features Using Convolutional Neural Networks  EP Ijjina, CK Mohan
2015   Pedestrian Detection Using Convolutional Neural Networks  D Molin
2015   Image Classification Using Convolutional Neural Networks With Multi-stage Feature  J Yim, J Ju, H Jung, J Kim
2015   Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation  HR Roth, L Lu, J Liu, J Yao, A Seff, C Kevin, L Kim
2015   Soccer Jersey Number Recognition Using Convolutional Neural Networks  S Gerke, K Muller, R Schafer
2015   Age and Gender Classification using Convolutional Neural Networks  G Levi, T Hassner
2015   SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks  A Gangopadhyay, SM Tripathi, I Jindal, S Raman
2015   Spectral classification using convolutional neural networks  P Hála
2015   CS231N Course Project Report Classifying Shadowgraph Images of Planktons Using Convolutional Neural Networks  S Soh
2015   Monza: Image Classification of Vehicle Make and Model Using Convolutional Neural Networks and Transfer Learning  D Liu, Y Wang
2015   Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks  Z Wang, T Oates
2015   Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks  LA Gatys, AS Ecker, M Bethge
2015   Wildfire Smoke Detection using Convolutional Neural Networks  SP Hohberg
2015   Understand Scene Categories by Objects: A Semantic Regularized Scene Classifier Using Convolutional Neural Networks  Y Liao, S Kodagoda, Y Wang, L Shi, Y Liu
2015   Sign language recognition using convolutional neural networks  L Pigou, S Dieleman, PJ Kindermans, B Schrauwen
2015   Expresso: A user-friendly GUI for designing, training and using Convolutional Neural Networks  JH Dholakiya, RK Sarvadevabhatla, RV Babu
2015   Texture Synthesis Using Convolutional Neural Networks  L Gatys, AS Ecker, M Bethge
2015   Learning to Answer Questions From Image using Convolutional Neural Network  L Ma, Z Lu, H Li
2015   Dependency-Based Semantic Role Labeling using Convolutional Neural Networks  WR Foland Jr, JH Martin
2015   Emphysema Classification Using Convolutional Neural Networks  X Pei
2014   Learning linearly separable features for speech recognition using convolutional neural networks  D Palaz, MM Doss, R Collobert
2014   Food Detection and Recognition Using Convolutional Neural Network  H Kagaya, K Aizawa, M Ogawa
2014   Robotic Grasping System Using Convolutional Neural Networks  P Bezák, YR Nikitin, P Božek
2014   Real-Time Grasp Detection Using Convolutional Neural Networks  J Redmon, A Angelova
2014   Music Genre Classification Using Convolutional Neural Network  Q Kong, X Feng, Y Li
2014   Raw Speech Signal-based Continuous Speech Recognition using Convolutional Neural Networks  D Palaz, R Collobert
2014   Image Recognition Using Convolutional Neural Networks  DY Amit