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Employment (1)

Guru Ghasidas Vishwavidyalaya: Bilāspur, Chhatisgarh, IN

Head of the Department (Computer Science and Engineering)
Employment
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Education and qualifications (1)

Indian Institute of Technology BHU: Varanasi, Uttar Pradesh, India, IN

Ph. D (Computer Science and Engineering)
Education
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Funding (1)

An AI Powered Surveillance system for livestock behavior detection in real time and analytical insights generation software suite

2023-02 to 2024-02 | Grant
Ministry of Electronics and Information technology (Bilaspur, Chattisgarh, IN)
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Works (48)

The power of deep learning for intelligent tumor classification systems: A review

Computers and Electrical Engineering
2023-03 | Journal article
DOI: 10.1016/j.compeleceng.2023.108586
Part of ISSN: 0045-7906
Contributors: Chandni; Monika Sachdeva; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Recent trends in human activity recognition – A comparative study

Cognitive Systems Research
2023-01 | Journal article
DOI: 10.1016/j.cogsys.2022.10.003
Part of ISSN: 1389-0417
Contributors: Roshan Singh; Alok Kumar Singh Kushwaha; Chandni; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Rule-based multi-view human activity recognition system in real time using skeleton data from RGB-D sensor

Soft Computing
2023-01 | Journal article
DOI: 10.1007/s00500-021-05649-w
Part of ISSN: 1432-7643
Part of ISSN: 1433-7479
Contributors: Neeraj Varshney; Brijesh Bakariya; Alok Kumar Singh Kushwaha; Manish Khare
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
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A Systematic Analysis of the Human Activity Recognition Systems for Video Surveillance

IoT and Analytics for Sensor Networks
2022 | Book chapter
DOI: 10.1007/978-981-16-2919-8_31
Part of ISBN: 9789811629181
Part of ISBN: 9789811629198
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Sonika Jindal; Monika Sachdeva; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Deep Learning for Video Based Human Activity Recognition: Review and Recent Developments

Algorithms for Intelligent Systems
2022 | Book chapter
DOI: 10.1007/978-981-16-4103-9_7
Part of ISBN: 9789811641022
Part of ISBN: 9789811641039
Part of ISSN: 2524-7565
Part of ISSN: 2524-7573
Contributors: Sonika Jindal; Monika Sachdeva; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Proposed Framework for Hybrid Approach Using Convolution LSTM-RNN for Human Activity Recognition

Innovations in Computer Science and Engineering
2022 | Book chapter
DOI: 10.1007/978-981-16-8987-1_47
Part of ISBN: 9789811689864
Part of ISBN: 9789811689871
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Sonika Jindal; Jaswinder Singh; Monika Sachdeva; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Visual and Sensory Data Processing for Real Time Intelligent Surveillance System

Multimedia Tools and Applications
2022-12 | Journal article
DOI: 10.1007/s11042-022-14263-3
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

The Performance Evaluation of Pre-trained CNN Architectures for Tumor Classification

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)
2022-12-16 | Conference paper
DOI: 10.1109/smart55829.2022.10047790
Contributors: Chandni; Monika Sachdeva; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

A novel quantum-behaved binary firefly algorithm with gravitational search algorithm to optimize the features for human activity recognition

International Journal of Modern Physics C
2022-11 | Journal article
DOI: 10.1142/s0129183122501467
Part of ISSN: 0129-1831
Part of ISSN: 1793-6586
Contributors: Sonika Jindal; Monika Sachdeva; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Human activity recognition by combining external features with accelerometer sensor data using deep learning network model

Multimedia Tools and Applications
2022-10 | Journal article
DOI: 10.1007/s11042-021-11313-0
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Contributors: Neeraj Varshney; Brijesh Bakariya; Alok Kumar Singh Kushwaha; Manish Khare
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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A role‐entity based human activity recognition using inter‐body features and temporal sequence memory

IET Image Processing
2022-09 | Journal article
DOI: 10.1049/ipr2.12472
Part of ISSN: 1751-9659
Part of ISSN: 1751-9667
Contributors: Rahul Shrivastava; Vivek Tiwari; Swati Jain; Basant Tiwari; Alok Kumar Singh Kushwaha; Vibhav Prakash Singh
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Human activity recognition using deep transfer learning of cross position sensor based on vertical distribution of data

Multimedia Tools and Applications
2022-07 | Journal article
DOI: 10.1007/s11042-021-11131-4
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Contributors: Neeraj Varshney; Brijesh Bakariya; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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Performance evaluation of machine learning based voting classifier system for human activity recognition

Kuwait Journal of Science
2022-06-22 | Journal article
DOI: 10.48129/kjs.splml.19189
Part of ISSN: 2307-4108
Part of ISSN: 2307-4116
Contributors: Sonika Jindal; I. K. Gujral Punjab Technical University, Jalandhar, India; Monika Sachdeva; Alok K. S. Kushwaha; I. K. Gujral Punjab Technical University, Jalandhar, India; Guru Ghasidas Vishwavidyalaya , Bilaspur, India
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Enhanced the moving object detection and object tracking for traffic surveillance using RBF-FDLNN and CBF algorithm

Expert Systems with Applications
2022-04 | Journal article
DOI: 10.1016/j.eswa.2021.116306
Part of ISSN: 0957-4174
Contributors: Ramakant Chandrakar; Rohit Raja; Rohit Miri; Upasana Sinha; Alok Kumar Singh Kushwaha; Hiral Raja
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Design and Fabrication of Solar Dryer System for Food Preservation of Vegetables or Fruit

Journal of Food Quality
2022-04-14 | Journal article
DOI: 10.1155/2022/6564933
Part of ISSN: 1745-4557
Part of ISSN: 0146-9428
Contributors: Ankit Kumar; Kamred Udham Singh; Mukesh Kumar; Alok Kushwaha; Abhishek Kumar; Shambhu Mahato
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Fusing Dynamic Images and Depth Motion Maps for Action Recognition in Surveillance Systems

International Journal of Sensors, Wireless Communications and Control
2021-05-07 | Journal article
DOI: 10.2174/2210327909666191209155141
Part of ISSN: 2210-3279
Contributors: Rajat Khurana; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

A Dual Stream Model for Activity Recognition: Exploiting Residual- CNN with Transfer Learning

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2021-01-02 | Journal article
DOI: 10.1080/21681163.2020.1805798
Part of ISSN: 2168-1163
Part of ISSN: 2168-1171
Contributors: Roshan Singh; Rajat Khurana; Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
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Combining CNN streams of dynamic image and depth data for action recognition

Multimedia Systems
2020-06 | Journal article
DOI: 10.1007/s00530-019-00645-5
Part of ISSN: 0942-4962
Part of ISSN: 1432-1882
Contributors: Roshan Singh; Rajat Khurana; Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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Delving Deeper with Dual-Stream CNN for Activity Recognition

Lecture Notes in Electrical Engineering
2019 | Book chapter
DOI: 10.1007/978-981-13-2685-1_32
Part of ISBN: 9789811326844
Part of ISBN: 9789811326851
Part of ISSN: 1876-1100
Part of ISSN: 1876-1119
Contributors: Chandni; Rajat Khurana; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Activity Recognition by Delving deeper using CNN and RNN

2019 4th International Conference on Information Systems and Computer Networks (ISCON)
2019-11 | Conference paper
DOI: 10.1109/iscon47742.2019.9036262
Contributors: Roshan Singh; Alok Kumar Singh Kushwaha; Rajat Khurana; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Analysis of Double Compression Detection in a Video

2019 4th International Conference on Information Systems and Computer Networks (ISCON)
2019-11 | Conference paper
DOI: 10.1109/iscon47742.2019.9036243
Contributors: Neeraj Varshney; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Depth based enlarged temporal dimension of 3D deep convolutional network for activity recognition

Multimedia Tools and Applications
2019-11 | Journal article
DOI: 10.1007/s11042-018-6425-3
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Contributors: Roshan Singh; Jagwinder Kaur Dhillon; Alok Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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Multi-view recognition system for human activity based on multiple features for video surveillance system

Multimedia Tools and Applications
2019-06 | Journal article
DOI: 10.1007/s11042-018-7108-9
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Contributors: Roshan Singh; Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

A Comparative study of various Video Tampering detection methods

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)
2018-12 | Conference paper
DOI: 10.1109/icsccc.2018.8703277
Contributors: Sandeep Kaur; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Deep Learning Approaches for Human Activity Recognition in Video Surveillance - A Survey

2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC)
2018-12 | Conference paper
DOI: 10.1109/icsccc.2018.8703295
Contributors: Rajat Khurana; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Deep Learning Trends for Video Based Activity Recognition: A Survey

International Journal of Sensors, Wireless Communications and Control
2018-12-04 | Journal article
DOI: 10.2174/2210327908666180731103713
Part of ISSN: 2210-3279
Contributors: Chandni; Alok Kumar Singh Kushwaha; Jagwinder Kaur Dhillon
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

A Deep Survey on Human Activity Recognition in Video Surveillance

2018 International Conference on Research in Intelligent and Computing in Engineering (RICE)
2018-08 | Conference paper
DOI: 10.1109/rice.2018.8509080
Contributors: Rajat Khurana; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Deep survey on visual object tracking in surveillance environment

2018 International Conference on Research in Intelligent and Computing in Engineering (RICE)
2018-08 | Conference paper
DOI: 10.1109/rice.2018.8627900
Contributors: Kamaljit Kaur; Rajat Khurana; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Multiclass Object Recognition and Classification Using Boosting Technique

2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
2018-07 | Conference paper
DOI: 10.1109/icccnt.2018.8493890
Contributors: Harpreet Singh; Dinesh Gupta; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

A recent survey for human activity recoginition based on deep learning approach

2017 Fourth International Conference on Image Information Processing (ICIIP)
2017-12 | Conference paper
DOI: 10.1109/iciip.2017.8313715
Contributors: Jagwinder Kaur Dhillon; Chandni; Alok Kumar Singh Kushwaha
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Multi-view human activity recognition based on silhouette and uniform rotation invariant local binary patterns

Multimedia Systems
2017-07 | Journal article
DOI: 10.1007/s00530-016-0505-x
Part of ISSN: 0942-4962
Part of ISSN: 1432-1882
Contributors: Alok Kumar Singh Kushwaha; Subodh Srivastava; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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Automatic moving object segmentation methods under varying illumination conditions for video data: comparative study, and an improved method

Multimedia Tools and Applications
2016-12 | Journal article
DOI: 10.1007/s11042-015-2927-4
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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Maritime Object Segmentation Using Dynamic Background Modeling and Shadow Suppression

The Computer Journal
2016-09 | Journal article
DOI: 10.1093/comjnl/bxv091
Part of ISSN: 0010-4620
Part of ISSN: 1460-2067
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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A framework for moving object segmentation using dynamic background modelling and shadow suppression in complex wavelet domain

The Imaging Science Journal
2016-07-03 | Journal article
DOI: 10.1080/13682199.2016.1176725
Part of ISSN: 1368-2199
Part of ISSN: 1743-131X
Contributors: A. K. S. Kushwaha; R. Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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A Framework of Moving Object Segmentation in Maritime Surveillance Inside a Dynamic Background

Transactions on Computational Science XXV
2015 | Book chapter
DOI: 10.1007/978-3-662-47074-9_3
Part of ISBN: 9783662470732
Part of ISBN: 9783662470749
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Weighted Fast Dynamic Time Warping based multi-view human activity recognition using a RGB-D sensor

2015 Fifth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)
2015-12 | Conference paper
DOI: 10.1109/ncvpripg.2015.7490046
Contributors: Ishan Agarwal; Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Framework for dynamic background modeling and shadow suppression for moving object segmentation in complex wavelet domain

Journal of Electronic Imaging
2015-10-09 | Journal article
DOI: 10.1117/1.jei.24.5.051005
Part of ISSN: 1017-9909
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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Multiview human activity recognition system based on spatiotemporal template for video surveillance system

Journal of Electronic Imaging
2015-10-07 | Journal article
DOI: 10.1117/1.jei.24.5.051004
Part of ISSN: 1017-9909
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
Preferred source (of 2)‎

A framework for moving object segmentation under rapidly changing illumination conditions in complex wavelet domain

2015 International Conference on Futuristic Trends on Computational Analysis and Knowledge Management (ABLAZE)
2015-02 | Conference paper
DOI: 10.1109/ablaze.2015.7154985
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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Adaptive real-time motion segmentation technique based on statistical background model

The Imaging Science Journal
2014-06 | Journal article
DOI: 10.1179/1743131x13y.0000000056
Part of ISSN: 1368-2199
Part of ISSN: 1743-131X
Contributors: A. K. S. Kushwaha; C. M. Sharma; M. Khare; O. Prakash; A. Khare
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Complex wavelet based moving object segmentation using approximate median filter based method for video surveillance

2014 IEEE International Advance Computing Conference (IACC)
2014-02 | Conference paper
DOI: 10.1109/iadcc.2014.6779455
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Performance evaluation of various moving object segmentation techniques for intelligent video surveillance system

2014 International Conference on Signal Processing and Integrated Networks (SPIN)
2014-02 | Conference paper
DOI: 10.1109/spin.2014.6776947
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
grade
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An approach towards wavelet transform based multiclass object classification

2013 Sixth International Conference on Contemporary Computing (IC3)
2013-08 | Conference paper
DOI: 10.1109/ic3.2013.6612221
Contributors: Manish Khare; Alok Kumar Singh Kushwaha; Rajneesh Kumar Srivastava; Ashish Khare
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Rule based human activity recognition for surveillance system

2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)
2012-12 | Conference paper
DOI: 10.1109/ihci.2012.6481853
Contributors: Alok Kumar Singh Kushwaha; Om Prakash; Ashish Khare; Maheshkumar H. Kolekar
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Vision based method for object classification and multiple human activity recognition in video survelliance system

Proceedings of the CUBE International Information Technology Conference
2012-09-03 | Journal article
DOI: 10.1145/2381716.2381727
Contributors: Alok Kumar Singh Kushwaha; Maheshkumar Kolekar; Ashish Khare
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Automatic multiple human detection and tracking for visual surveillance system

2012 International Conference on Informatics, Electronics & Vision (ICIEV)
2012-05 | Conference paper
DOI: 10.1109/iciev.2012.6317384
Contributors: Alok K. Singh Kushwaha; Chandra Mani Sharma; Manish Khare; Rajneesh Kumar Srivastava; Ashish Khare
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

On human activity recognition in video sequences

2011 2nd International Conference on Computer and Communication Technology (ICCCT-2011)
2011-09 | Conference paper
DOI: 10.1109/iccct.2011.6075172
Contributors: Chandra Mani Sharma; Alok Kumar Singh Kushwaha; Swati Nigam; Ashish Khare
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA

Recognition of Humans and Their Activities for Video Surveillance

Research Developments in Biometrics and Video Processing Techniques
Book chapter
DOI: 10.4018/978-1-4666-4868-5.ch009
Part of ISSN: 1948-9730
Part of ISSN: 1948-9749
Contributors: Alok Kumar Singh Kushwaha; Rajeev Srivastava
Source: Self-asserted source
ALOK KUMAR SINGH KUSHWAHA
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