Video scene analysis: an overview and challenges on deep learning algorithms

Video pornography detection through deep learning techniques and motion information

(2017) Mauricio Perez et al.   NEUROCOMPUTING

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Learning Invariant Color Features for Person Reidentification

(2016) Rahul Rama Varior et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep Learning Driven Visual Path Prediction From a Single Image

(2016) Siyu Huang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep Fusion of Multiple Semantic Cues for Complex Event Recognition

(2016) Xishan Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking

(2016) Hanxi Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Load-Aware Pluggable Cloud Framework for Real-Time Video Processing

(2016) Weishan Zhang et al.   IEEE Transactions on Industrial Informatics

Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model

(2016) Wanli Ouyang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Learning Relevance Restricted Boltzmann Machine for Unstructured Group Activity and Event Understanding

(2016) Fang Zhao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video

(2016) Lionel Pigou et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep Learning for Automated Occlusion Edge Detection in RGB-D Frames

(2016) Soumik Sarkar et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Learning rich features from objectness estimation for human lying-pose detection

(2016) Dao-Xun Xia et al.   MULTIMEDIA SYSTEMS

Scalable video summarization via sparse dictionary learning and selection simultaneously

(2016) Pouriya Etezadifar et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A comprehensive study on mid-level representation and ensemble learning for emotional analysis of video material

(2016) Esra Acar et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Deep Convolutional Neural Networks for pedestrian detection

(2016) D. Tomè et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

An efficient system for anomaly detection using deep learning classifier

(2016) A. R. Revathi et al.   Signal Image and Video Processing

Unsupervised learning to detect loops using deep neural networks for visual SLAM system

(2015) Xiang Gao et al.   AUTONOMOUS ROBOTS

Crowded Scene Analysis: A Survey

(2015) Teng Li et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Multimodal Deep Autoencoder for Human Pose Recovery

(2015) Chaoqun Hong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Continuous Learning Framework for Activity Recognition Using Deep Hybrid Feature Models

(2015) Mahmudul Hasan et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Multi-Task CNN Model for Attribute Prediction

(2015) Abrar H. Abdulnabi et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks

(2015) Kyunghyun Cho et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning from Multiple Sources for Video Summarisation

(2015) Xiatian Zhu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Feature learning based on SAE–PCA network for human gesture recognition in RGBD images

(2015) Shao-Zi Li et al.   NEUROCOMPUTING

Factored four way conditional restricted Boltzmann machines for activity recognition

(2015) Decebal Constantin Mocanu et al.   PATTERN RECOGNITION LETTERS

Action recognition by learning temporal slowness invariant features

(2015) Lishen Pei et al.   VISUAL COMPUTER

Learning Collective Crowd Behaviors with Dynamic Pedestrian-Agents

(2014) Bolei Zhou et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Accurate online video tagging via probabilistic hybrid modeling

(2014) Jialie Shen et al.   MULTIMEDIA SYSTEMS

Multimedia Event Detection Using A Classifier-Specific Intermediate Representation

(2013) Zhigang Ma et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Learning human activities and object affordances from RGB-D videos

(2013) Hema Swetha Koppula et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Human body part estimation from depth images via spatially-constrained deep learning

(2013) Mingyuan Jiu et al.   PATTERN RECOGNITION LETTERS

A syntactic approach to robot imitation learning using probabilistic activity grammars

(2013) Kyuhwa Lee et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Effective Codebooks for Human Action Representation and Classification in Unconstrained Videos

(2012) Lamberto Ballan et al.   IEEE TRANSACTIONS ON MULTIMEDIA

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning Hierarchical Features for Scene Labeling

(2012) Clement Farabet et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Hierarchical and incremental event learning approach based on concept formation models

(2012) Marcos D. Zúñiga et al.   NEUROCOMPUTING

Pedestrian Detection: An Evaluation of the State of the Art

(2011) P. Dollar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On scene interpretation with description logics

(2007) Bernd Neumann et al.   IMAGE AND VISION COMPUTING