Deep Learning Publication Navigator - subtopic: spatio-temporal


Year TitleAuthor
2017   Video super-resolution reconstruction based on deep convolutional neural network and spatio-temporal similarity  L Linghui, D Junping, L Meiyu, R Nan, F Dan
2017   TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal  H Zhu, R Vial, S Lu
2017   Ensemble of Expert Deep Neural Networks for Spatio-Temporal Denoising of Contrast-Enhanced MRI Sequences  A Benou, R Veksler, A Friedman, TR Raviv
2017   Dynamic Texture Recognition Using Time-Causal Spatio-Temporal Scale-Space Filters  UTC Spatio
2017   Spatio-temporal modeling of vehicle surroundings  T Schön, J Roll, D Zachariah
2017   Spatio-Temporal Anomaly Detection for Industrial Robots through Prediction in Unsupervised Feature Space  A Munawar, P Vinayavekhin, G De Magistris
2017   Long-Term Mobile Traffic Forecasting Using Deep Spatio-Temporal Neural Networks  C Zhang, P Patras 
2017   Deep Learning for Spatio-Temporal Modeling: Dynamic Traffic Flows and High Frequency Trading  MF Dixon, NG Polson, VO Sokolov
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   Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting  A Ghaderi, BM Sanandaji, F Ghaderi
2017   Affect recognition from facial movements and body gestures by hierarchical deep spatio-temporal features and fusion strategy  B Sun, S Cao, J He, L Yu 
2017   Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos  IC Duta, B Ionescu, K Aizawa, N Sebe
2017   Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks  Y Wu, L Deng, G Li, J Zhu, L Shi
2017   Video2Vec: Learning Semantic Spatio-Temporal Embedding for Video Representations  SH Hu
2017   Learning Spatio-Temporal Aggregation for Fetal Heart Analysis in Ultrasound Video  A Patra, W Huang, JA Noble
2017   Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach  J Ke, H Zheng, H Yang
2017   Learning Deep Spatio-Temporal Dependency for Semantic Video Segmentation  Z Qiu, T Yao, T Mei 
2017   Deep spatio-temporal features for multimodal emotion recognition  D Nguyen, K Nguyen, S Sridharan, A Ghasemi, D Dean
2017   Deep Spatio-temporal Manifold Network for Action Recognition  C Li, C Chen, B Zhang, Q Ye, J Han, R Ji
2017   Semantic Scene Mapping with Spatio-temporal Deep Neural Network for Robotic Applications  R Li, D Gu, Q Liu, Z Long, H Hu 
2016   Deep Neural Networks predict Hierarchical Spatio-temporal Cortical Dynamics of Human Visual Object Recognition  RM Cichy, A Khosla, D Pantazis, A Torralba, A Oliva
2016   Hierarchical Reinforcement Learning using Spatio-Temporal Abstractions and Deep Neural Networks  R Krishnamurthy, AS Lakshminarayanan, P Kumar
2016   RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling  Y He, WC Chiu, M Keuper, M Fritz
2016   Short-Term Traffic Forecasting: Modeling and Learning Spatio-Temporal Relations in Transportation Networks Using Graph Neural Networks  B Shahsavari, P Abbeel
2016   Spatio-Temporal Wardrobe Generation of Actors' Clothing in Video Content  F Vandecasteele, J Vervaeke, B Vandersmissen
2016   Accelerated learning of discriminative spatio-temporal features for action recognition  M Varshney, R Rameshan
2016   Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model  X Song, G Zhang, F Liu, D Li, Y Zhao, J Yang
2016   Are All Objects Equal? Deep Spatio-Temporal Importance Prediction in Driving Videos  E Ohn
2016   Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction  J Zhang, Y Zheng, D Qi
2016   Affective interaction recognition using spatio-temporal features and context  J Liang, C Xu, Z Feng, X Ma
2016   Person re-identification based on deep spatio-temporal features and transfer learning  S Wang, C Zhang, L Duan, L Wang, S Wu, L Chen
2016   Action Recognition based on Efficient Deep Feature Learning in the Spatio-Temporal Domain  F Husain, B Dellen, C Torras
2016   STFCN: Spatio-Temporal FCN for Semantic Video Segmentation  M Fayyaz, MH Saffar, M Sabokrou, M Fathy, R Klette
2015   Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach  L Liu, L Shao, X Li, K Lu
2015   Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks  L Sun, K Jia, DY Yeung, BE Shi
2015   Initialization Strategies of Spatio-Temporal Convolutional Neural Networks  E Mansimov, N Srivastava, R Salakhutdinov
2015   Video super-resolution reconstruction based on correlation learning and spatio-temporal nonlocal similarity  M Liang, J Du, L Li
2015   A Scale and Translation Invariant Approach for Early Classification of Spatio-Temporal Patterns Using Spiking Neural Networks  B Rekabdar, M Nicolescu, M Nicolescu, MT Saffar
2015   Scalable Hardware Efficient Deep Spatio-Temporal Inference Networks  SR Young
2015   Supplementary for Structural-RNN: Deep Learning on Spatio-Temporal Graphs  A Jain, AR Zamir, S Savarese, A Saxena
2015   Self-Organization of Spatio-Temporal Hierarchy via Learning of Dynamic Visual Image Patterns on Action Sequences  M Jung, J Hwang, J Tani
2015   Video Description Generation Incorporating Spatio-Temporal Features and a Soft-Attention Mechanism  L Yao, A Torabi, K Cho, N Ballas, C Pal, H Larochelle
2015   Spatio-temporal feature points detection and extraction based on convolutional neural network  C Yang, Q Liu, Y Liang
2015   Structural-RNN: Deep Learning on Spatio-Temporal Graphs  A Jain, AR Zamir, S Savarese, A Saxena
2015   Qualitative and Quantitative Spatio-Temporal Relations in Daily Living Activity Recognition  J Tayyub, A Tavanai, Y Gatsoulis, AG Cohn, DC Hogg
2015   A Spatio-temporal RBM-based Model for Facial Expression Recognition  S Elaiwat, M Bennamoun, F Boussaid
2014   Spatio-Temporal Moving Object Proposals  K Fragkiadaki, P Arbelaez, P Felsen, J Malik
2014   Temporal Dropout of Changes Approach to Convolutional Learning of Spatio-Temporal Features  D Culibrk, N Sebe
2014   Multiple Spatio-Temporal Scales Neural Network for Contextual Visual Recognition of Human Actions  M Jung, J Hwang, J Tani
2014   Learning spatio-temporal features for action recognition from the side of the video  L Pei, M Ye, X Zhao, T Xiang, T Li