A comprehensive review of recent advances on deep vision systems

Weakly Supervised Object Localization with Multi-Fold Multiple Instance Learning

(2017) Ramazan Gokberk Cinbis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Going deeper into action recognition: A survey

(2017) Samitha Herath et al.   IMAGE AND VISION COMPUTING

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

(2017) Qaisar Abbas et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision.

(2017) Joe Lemley et al.   IEEE Consumer Electronics Magazine

Convolutional neural net bagging for online visual tracking

(2016) Hanxi Li et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Severely Blurred Object Tracking by Learning Deep Image Representations

(2016) Jianwei Ding et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Learning Invariant Color Features for Person Reidentification

(2016) Rahul Rama Varior 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

Animal Detection From Highly Cluttered Natural Scenes Using Spatiotemporal Object Region Proposals and Patch Verification

(2016) Zhi Zhang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Visual Place Recognition: A Survey

(2016) Stephanie Lowry et al.   IEEE Transactions on Robotics

The changing fortunes of pattern recognition and computer vision

(2016) Rama Chellappa   IMAGE AND VISION COMPUTING

Detection of Co-salient Objects by Looking Deep and Wide

(2016) Dingwen Zhang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Moving object recognition using multi-view three-dimensional convolutional neural networks

(2016) Tao He et al.   NEURAL COMPUTING & APPLICATIONS

Representation learning with deep extreme learning machines for efficient image set classification

(2016) Muhammad Uzair et al.   NEURAL COMPUTING & APPLICATIONS

Visual tracking via shallow and deep collaborative model

(2016) Bohan Zhuang et al.   NEUROCOMPUTING

Tracking people in RGBD videos using deep learning and motion clues

(2016) Hongyang Xue et al.   NEUROCOMPUTING

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Robust object representation by boosting-like deep learning architecture

(2016) Lei Wang et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Deep face liveness detection based on nonlinear diffusion using convolution neural network

(2016) Aziz Alotaibi et al.   Signal Image and Video Processing

Hierarchical committee of deep convolutional neural networks for robust facial expression recognition

(2016) Bo-Kyeong Kim et al.   Journal on Multimodal User Interfaces

Video Tracking Using Learned Hierarchical Features

(2015) Li Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Learning Representative Deep Features for Image Set Analysis

(2015) Zifeng Wu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Deep Reconstruction Models for Image Set Classification

(2015) Munawar Hayat et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

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

Machine Learning in Automatic Speech Recognition: A Survey

(2015) Jayashree Padmanabhan et al.   IETE TECHNICAL REVIEW

A deep bidirectional LSTM approach for video-realistic talking head

(2015) Bo Fan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

Video-based face recognition and image synthesis from rotating head frames using nonlinear manifold learning by neural networks

(2015) Kian Hamedani et al.   NEURAL COMPUTING & APPLICATIONS

Subset based deep learning for RGB-D object recognition

(2015) Jing Bai et al.   NEUROCOMPUTING

Self-taught learning of a deep invariant representation for visual tracking via temporal slowness principle

(2015) Jason Kuen et al.   PATTERN RECOGNITION

Deep feature learning with relative distance comparison for person re-identification

(2015) Shengyong Ding et al.   PATTERN RECOGNITION

Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition

(2014) Yongqiang Cao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Vehicle Detection in Aerial Surveillance Using Dynamic Bayesian Networks

(2011) Hsu-Yung Cheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING