CNN Variants for Computer Vision: History, Architecture, Application, Challenges and Future Scope

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Histogram of Oriented Gradient-Based Fusion of Features for Human Action Recognition in Action Video Sequences

(2020) Chirag I. Patel et al.   SENSORS

Effect of Depth and Width on Local Minima in Deep Learning

(2019) Kenji Kawaguchi et al.   NEURAL COMPUTATION

Network anomaly detection using channel boosted and residual learning based deep convolutional neural network

(2019) Naveed Chouhan et al.   APPLIED SOFT COMPUTING

Recent progress in semantic image segmentation

(2018) Xiaolong Liu et al.   ARTIFICIAL INTELLIGENCE REVIEW

Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features

(2018) Amin Ullah et al.   IEEE Access

Arrhythmia detection using deep convolutional neural network with long duration ECG signals

(2018) Özal Yıldırım et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition

(2017) Xuanhan Wang et al.   IEEE SIGNAL PROCESSING LETTERS

Sequential Deep Trajectory Descriptor for Action Recognition With Three-Stream CNN

(2017) Yemin Shi et al.   IEEE TRANSACTIONS ON MULTIMEDIA

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey of deep neural network architectures and their applications

(2017) Weibo Liu et al.   NEUROCOMPUTING

Human action recognition using fusion of features for unconstrained video sequences

(2016) Chirag I Patel et al.   COMPUTERS & ELECTRICAL ENGINEERING

Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks

(2016) Kaipeng Zhang et al.   IEEE SIGNAL PROCESSING LETTERS

A Dataset for Breast Cancer Histopathological Image Classification

(2016) Fabio A. Spanhol et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A convolutional neural network neutrino event classifier

(2016) A. Aurisano et al.   Journal of Instrumentation

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

3D Convolutional Neural Networks for Human Action Recognition

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