Deep Learning Publication Navigator - subtopic: videos

Year TitleAuthor
2017   Deep Reinforcement Learning for Visual Object Tracking in Videos  D Zhang, H Maei, X Wang, YF Wang
2017   Classifying sport videos with deep neural networks  D Karlsson
2017   Detecting non-hardhat-use by a deep learning method from far-field surveillance videos  Q Fang, H Li, X Luo, L Ding, H Luo, TM Rose, W An
2017   Abnormal Event Detection In Videos Using Generative Adversarial Nets  M Ravanbakhsh, M Nabi, E Sangineto, L Marcenaro
2017   Deep Learning of Cell Mixtures in Timelapse Videos  S Pai
2017   On-demand Information Retrieval from Videos Using Deep Learning in Wireless Networks: Demo Abstract  Z Lu, N Felemban, K Chan, T La Porta
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   D-STC: Deep learning with spatio-temporal constraints for train drivers detection from videos  M Xu, H Fang, P Lv, L Cui, S Zhang, B Zhou 
2017   Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network  AB Labao, PC Naval
2017   Su1614 Artificial Intelligence (AI) in Endoscopy--Deep Learning for Optical Biopsy of Colorectal Polyps in Real-Time on Unaltered Endoscopic Videos  MF Byrne, N Chapados, F Soudan, C Oertel
2017   DAAL: Deep Activation-based Attribute Learning for Action Recognition in Depth Videos  C Zhang, Y Tian, X Guo, J Liu 
2017   Predicting behaviors of basketball players from first person videos  S Su, JP Hong, J Shi, HS Park
2017   Anomaly Detection In Surveillance Videos Using Deep Residual Networks  LP Cinelli
2017   Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos  J Song, L Wang, L Van Gool, O Hilliges
2017   Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos  R Hou, C Chen, M Shah
2017   Unsupervised Learning of Long-Term Motion Dynamics for Videos  Z Luo, B Peng, DA Huang, A Alahi, L Fei
2017   Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks  M Zhang, KT Ma, JH Lim, Q Zhao, J Feng
2017   Transferring Agent Behaviors from Videos via Motion GANs  AD Edwards, CL Isbell Jr 
2017   Context-Aware Object Region Proposals for Efficient Vehicle Detection from Traffic Surveillance Videos Using Deep Neural Networks  J Yuan, W Cao, F Lv
2017   Learning to Forecast Videos of Human Activity with Multi-granularity Models and Adaptive Rendering  M Zhai, J Chen, R Deng, L Chen, L Zhu, G Mori 
2017   Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos  IC Duta, B Ionescu, K Aizawa, N Sebe
2017   Automatic Handgun Detection Alarm in Videos Using Deep Learning  R Olmos, S Tabik, F Herrera
2017   Deep Learning for Shot Classification in Gynecologic Surgery Videos  S Petscharnig, K Schöffmann
2017   FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos  Z Zhang, V Sze
2017   … -time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning …  MF Byrne, N Chapados, F Soudan, C Oertel, ML Pérez 
2017   Artistic style transfer for videos and spherical images  M Ruder, A Dosovitskiy, T Brox
2017   CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos  Z Shou, J Chan, A Zareian, K Miyazawa, SF Chang
2017   Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression  J Lee, MS Ryoo
2017   Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks  W Xiong, W Luo, L Ma, W Liu, J Luo
2017   Label-Free Object Detection in Videos of Physical Interactions with GANs  A Barron, T Markov, Z Swafford, R Stewart, S Ermon
2017   Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection.  D Sarikaya, J Corso, K Guru
2017   An Emotional Expression Monitoring Tool for Facial Videos  I Mandal, T Ferguson, G De Pace, K Mankodiya
2017   Deep learning based multi-label classification for surgical tool presence detection in laparoscopic videos  S Wang, A Raju, J Huang
2017   Multi-velocity neural networks for facial expression recognition in videos  O Gupta, D Raviv, R Raskar
2017   Adult Content Detection in Videos with Convolutional and Recurrent Neural Networks  J Wehrmann, GS Simões, RC Barros, VF Cavalcante
2017   Deep Learning for Content-Based, Cross-Modal Retrieval of Videos and Music  S Hong, W Im, HS Yang
2017   Deep learning based face liveness detection in videos  Y Akbulut, A Şengür, Ü Budak, S Ekici 
2017   Machine learning for tissue classification in laryngeal endoscopic videos  ML SAVAZZI, M GUARNASCHELLI
2017   Face recognition in real-world surveillance videos with deep learning method  Y Wang, T Bao, C Ding, M Zhu
2017   Prediction of visual attention with deep CNN on artificially degraded videos for studies of attention of patients with Dementia  S Chaabouni, J Benois
2017   Object Tracking-by-Segmentation in Videos  S Chen
2017   Image-Based Singer Identification In Flamenco Videos  N Kroher, A Pikrakis
2017   Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos  K Sohn, S Liu, G Zhong, X Yu, MH Yang, M Chandraker
2017   Two-Stream Convolutional Network with Multi-level Feature Fusion for Categorization of Human Action from Videos  P Bhattacharjee, S Das 
2016   Coral Reef Fish Detection and Recognition in Underwater Videos by Supervised Machine Learning: Comparison Between Deep Learning and HOG+ SVM Methods  T Claverie, D Mouillot
2016   Action Temporal Localization in Untrimmed Videos via Multi-stage CNNs  Z Shou, D Wang, SF Chang
2016   Collaborative expression representation using peak expression and intra class variation face images for practical subject-independent emotion recognition in videos  SH Lee, WJ Baddar, YM Ro
2016   LIVELINET: A Multimodal Deep Recurrent Neural Network to Predict Liveliness in Educational Videos  A Sharma, A Biswas, A Gandhi, S Patil, O Deshmukh
2016   Learning Semantic Segmentation with Weakly-Annotated Videos  P Tokmakov, K Alahari, C Schmid
2016   Spatiotemporal Graphs for Object Segmentation and Human Pose Estimation in Videos  D Zhang
2016   Deep Multimodal Feature Analysis for Action Recognition in RGB+ D Videos  A Shahroudy, TT Ng, Y Gong, G Wang
2016   Saliency Driven Object recognition in egocentric videos with deep CNN  PPS Roman, J Benois
2016   Pre-trained D-CNN models for detecting complex events in unconstrained videos  JP Robinson, Y Fu
2016   Tracking People in RGBD Videos Using Deep Learning and Motion Clues  H Xue, Y Liu, D Cai, X He
2016   Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features  L Baraldi, C Grana, R Cucchiara
2016   RDF-OWL based recommender for videos and books of future electronic libraries  T Maketa, A April, E Berndl, H Kosch
2016   Learning to Extract Motion from Videos in Convolutional Neural Networks  D Teney, M Hebert
2016   Memory-augmented Attention Modelling for Videos  R Fakoor, A Mohamed, M Mitchell, SB Kang, P Kohli
2016   Effective multimedia event analysis in large-scale videos  L Yu
2016   Learning Temporal Transformations From Time-Lapse Videos  Y Zhou, TL Berg
2016   Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks  A Montes, A Salvador, X Giro
2016   Learning Motion Patterns in Videos  P Tokmakov, K Alahari, C Schmid
2016   Are All Objects Equal? Deep Spatio-Temporal Importance Prediction in Driving Videos  E Ohn
2016   Emotion Prediction from User-Generated Videos by Emotion Wheel Guided Deep Learning  CT Ho, YH Lin, JL Wu
2016   Hierarchical Attention Network for Action Recognition in Videos  Y Wang, S Wang, J Tang, N O'Hare, Y Chang, B Li
2016   LCrowdV: Generating Labeled Videos for Simulation-based Crowd Behavior Learning  E Cheung, TK Wong, A Bera, X Wang, D Manocha
2016   Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation  S Tripathi, S Belongie, Y Hwang, T Nguyen
2016   Multi-velocity neural networks for gesture recognition in videos  O Gupta, D Raviv, R Raskar
2016   Spatiotemporal scene interpretation of space videos via deep neural network and tracklet analysis  L Mou, XX Zhu
2016   A Framework for Human Pose Estimation in Videos  D Zhang, M Shah
2016   Generating Videos with Scene Dynamics  C Vondrick, H Pirsiavash, A Torralba
2016   Parallelizing Convolutional Neural Networks for Action Event Recognition in Surveillance Videos  Q Wang, J Zhao, D Gong, Y Shen, M Li, Y Lei
2016   Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos  S Saha, G Singh, M Sapienza, PHS Torr, F Cuzzolin
2016   Artistic style transfer for videos  M Ruder, A Dosovitskiy, T Brox
2016   Detecting Anomalous Events in Videos by Learning Deep Representations of Appearance and Motion  D Xu, Y Yan, E Ricci, N Sebe
2016   ViZig: Anchor Points based Non-Linear Navigation and Summarization in Educational Videos  K Yadav, A Gandhi, A Biswas, K Shrivastava
2016   Video-based convolutional neural networks for activity recognition from robot-centric videos  MS Ryoo, L Matthies
2015   Object Recognition from Short Videos for Robotic Perception  I Bogun, A Angelova, N Jaitly
2015   Dense 3D Face Alignment from 2D Videos in Real-Time  LA Jeni, JF Cohn, T Kanade
2015   Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos  S Yeung, O Russakovsky, N Jin, M Andriluka, G Mori
2015   Flowing ConvNets for Human Pose Estimation in Videos  T Pfister, J Charles, A Zisserman
2015   A method of face detection with deep models for patrol videos  B Jia, M Zhu
2015   Fusion of learned multi-modal representations and dense trajectories for emotional analysis in videos  E Acar, F Hopfgartner, S Albayrak
2015   A Smart Environment Supporting the Creation of Juxtaposed Videos for Learning  N Malzahn, E Hartnett, P Llinás, HU Hoppe
2015   (Re) Counting Meaningful Learning Experiences: Using Student-Created Reflective Videos to Make Invisible Learning Visible During PjBL Experiences  S Smith
2015   Neural Talk for Videos  S Sachdeva, A Mittal
2015   Learning Deep Trajectory Descriptor for action recognition in videos using deep neural networks  Y Shi, W Zeng, T Huang, Y Wang
2015   3D Dynamic Facial Expression Recognition using Low-Resolution Videos  J Shao, I Gori, S Wan, JK Aggarwal
2015   Compact CNN for Indexing Egocentric Videos  Y Poleg, A Ephrat, S Peleg, C Arora
2015   Video structured description technology based intelligence analysis of surveillance videos for public security applications  Z Xu, C Hu, L Mei
2015   Learning features and their transformations from natural videos  JK Dutta, B Banerjee
2015   Unsupervised Learning of Visual Representations using Videos  X Wang, A Gupta
2015   Modeling Representation of Videos for Anomaly Detection using Deep Learning: A Review  YS Chong, YH Tay
2015   Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos  T Pfister, K Simonyan, J Charles, A Zisserman
2015   Bridging the ultimate semantic gap: A semantic search engine for internet videos  L Jiang, SI Yu, D Meng, T Mitamura, AG Hauptmann
2015   Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos  JW Ha, KM Kim, BT Zhang
2015   Applying deep learning to classify pornographic images and videos  M Moustafa
2015   Fingertip in the Eye: A cascaded CNN pipeline for the real-time fingertip detection in egocentric videos  X Liu, Y Huang, X Zhang, L Jin
2015   Learning Latent Temporal Manifolds for Recognition and Prediction of Multiple Actions in Streaming Videos using Deep Networks  BM Nair
2015   Deep Learning and Recurrent Connectionist-based Approaches for Arabic Text Recognition in Videos  S Yousfi, SA Berrani, C Garcia
2014   Robot Learning Manipulation Action Plans by “Watching” Unconstrained Videos from the World Wide Web  Y Yang, Y Li, Y Aloimonos
2014   Mask Assisted Object Coding with Deep Learning for Object Retrieval in Surveillance Videos  K Teng, J Wang, M Xu, H Lu
2014   Translating Videos to Natural Language Using Deep Recurrent Neural Networks  S Venugopalan, H Xu, J Donahue, M Rohrbach