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Table 5 Bibliographic summary of papers in IEEE Xplore

From: Intelligent video surveillance: a review through deep learning techniques for crowd analysis

Document title

Publication_Year

Funding information

Sparse coding guided spatiotemporal feature learning for abnormal event detection in large videos [53]

2019

National Nature Science Foundation of China; National Youth Top-notch Talent Support Program

Rejecting motion outliers for efficient crowd anomaly detection [54]

2019

Ministry of Science, ICT and Future Planning

Deep multi-view feature learning for person re-identification [55]

2018

National Natural Science Foundation of China; Yunnan Natural Science Funds; Guangdong Natural Science Funds; Yunnan University

Image-to-video person re-identification with temporally memorized similarity learning [56]

2018

National Natural Science Foundation of China; NSFC-Shenzhen Robotics Projects; Natural Science Foundation of Guangdong Province; Fundamental Research Funds for the Central Universities; ZTE Corporation

Fight recognition in video using hough forests and 2D convolutional neural network [57]

2018

Ministerio de EconomÃa y Competitividad

Anomalous sound detection using deep audio representation and a BLSTM network for audio surveillance of roads [58]

2018

National Natural Science Foundation of China; National Laboratory of Pattern Recognition

Convolutional neural networks based fire detection in surveillance videos [59]

2018

National Research Foundation of Korea (NRF); Korea government (MSIP)

Action recognition in video sequences using deep bi-directional LSTM with CNN features [60]

2018

National Research Foundation of Korea Grant; Korea Government (MSIP)

A deep spatiotemporal perspective for understanding crowd behavior [61]

2018

 

Road traffic conditions classification based on multilevel filtering of image content using convolutional neural networks [62]

2018

 

Indoor person identification using a low-power FMCW radar [63]

2018

Ghent University; imec; Fund for Scientific Research-Flanders (FWO-Flanders)

Support vector machine approach to fall recognition based on simplified expression of human skeleton action and fast detection of start key frame using torso angle [64]

2018

 

Person re-identification using hybrid representation reinforced by metric learning [65]

2018

 

Evolving head tracking routines with brain programming [66]

2018

Consejo Nacional de Ciencia y Tecnología; https://doi.org/10.13039/501100004963-seventh Framework Programme of the European Union through the Marie Curie International Research Staff Scheme, FP-PEOPLE-2013-IRSES, Project Analysis and Classification of Mental States of Vigilance with Evolutionary Computation; https://doi.org/10.13039/501100003089-centro de Investigación Científica y de Educación Superior de Ensenada, Baja California; TecNM Project 6474.18-P, “Navegación de robots móviles como un sistema adaptativo complejo.”

Natural language description of video streams using task-specific feature encoding [67]

2018

Basic Science Research Program through the National Research Foundation of Korea (NRF); Ministry of Education

Background subtraction using multiscale fully convolutional network [68]

2018

National Science Foundation of China

Face verification via learned representation on feature-rich video frames [69]

2017

MEITY, India, NVIDIA GPU grant, and Infosys CAI, IIIT-Delhi; IBM Ph.D. fellowship

Violent activity detection with transfer learning method [70]

2017

 

Unsupervised sequential outlier detection with deep architectures [71]

2017

 

High-level feature extraction for classification and person re-identification [72]

2017

 

An ensemble of invariant features for person reidentification [73]

2017

 

Facial expression recognition using salient features and convolutional neural network [74]

2017

Research Council of Norway as a part of the Multimodal Elderly Care Systems Project

Deep head pose: gaze-direction estimation in multimodal video [75]

2015

 

Deep reconstruction models for image set classification [76]

2015

SIRF; University of Western Australia; ARC