Praveen Kumar

Orcid: 0000-0003-4820-3088

Affiliations:
  • Visvesvaraya National Institute of Technology, Department of Computer Science and Engineering, Nagpur, India


According to our database1, Praveen Kumar authored at least 42 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2025
SignEdgeLVM transformer model for enhanced sign language translation on edge devices.
Discov. Comput., December, 2025

An integrative survey on Indian sign language recognition and translation.
IET Image Process., 2025

2024
A vision-based multi-cues approach for individual students' and overall class engagement monitoring in smart classroom environments.
Multim. Tools Appl., May, 2024

A visual intelligent system for students' behavior classification using body pose and facial features in a smart classroom.
Multim. Tools Appl., April, 2024

End to End Simple Indian Sign Language Sentence Translation Using Sign Transformer Network.
Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

2023
Multimodal Depression Detection: Using Fusion Strategies with Smart Phone Usage and Audio-visual Behavior.
Int. J. Artif. Intell. Tools, March, 2023

A novel multi-modal depression detection approach based on mobile crowd sensing and task-based mechanisms.
Multim. Tools Appl., February, 2023

Fall detection approach based on combined two-channel body activity classification for innovative indoor environment.
J. Ambient Intell. Humaniz. Comput., 2023

MuOE: A Multi-task Ordinality Aware Approach Towards Engagement Detection.
Proceedings of the Pattern Recognition and Machine Intelligence, 2023

EngageDat-vL: A Multimodal Engagement Dataset Comprising of Emotional, Cognitive, and Behavioral Cues in Virtual Learning Environment.
Proceedings of the Pattern Recognition and Machine Intelligence, 2023

2022
Online suspicious event detection in a constrained environment with RGB+D camera using multi-stream CNNs and SVM.
Multim. Tools Appl., 2022

Fall detection method based on Spatio-temporal feature fusion using combined two-channel classification.
Multim. Tools Appl., 2022

Fall detection approach based on combined displacement of spatial features for intelligent indoor surveillance.
Multim. Tools Appl., 2022

Deep learning and RGB-D based human action, human-human and human-object interaction recognition: A survey.
J. Vis. Commun. Image Represent., 2022

An intelligent system for monitoring students' engagement in large classroom teaching through facial expression recognition.
Expert Syst. J. Knowl. Eng., 2022

A semi-supervised deep learning based video anomaly detection framework using RGB-D for surveillance of real-world critical environments.
Digit. Investig., 2022

A comparative study on SoC embedded low power GPUs for real-time edge-based automated traffic surveillance.
Concurr. Comput. Pract. Exp., 2022

A survey on parallel computing for traditional computer vision.
Concurr. Comput. Pract. Exp., 2022

2021
RGB+D and deep learning-based real-time detection of suspicious event in Bank-ATMs.
J. Real Time Image Process., 2021

2020
Real-time implementation of moving object detection in UAV videos using GPUs.
J. Real Time Image Process., 2020

2018
Combining CNN streams of RGB-D and skeletal data for human activity recognition.
Pattern Recognit. Lett., 2018

User specific context construction for personalized multimedia retrieval.
Multim. Tools Appl., 2018

2017
Human Activity Recognition by Fusion of RGB, Depth, and Skeletal Data.
Proceedings of 2nd International Conference on Computer Vision & Image Processing, 2017

2016
Real-time moving object detection algorithm on high-resolution videos using GPUs.
J. Real Time Image Process., 2016

Abnormal activity detection for bank ATM surveillance.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

Song year prediction using Apache Spark.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

Human action recognition using RGB-D sensor and deep convolutional neural networks.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

Distributed image processing using Hadoop and HIPI.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

2015
CFS performance improvement using Binomial Heap.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

High Performance Object Detection on Big Video Data Using GPUs.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2012
OS-Guard: on-site signature based framework for multimedia surveillance data management.
Multim. Tools Appl., 2012

Efficient compression and network adaptive video coding for distributed video surveillance.
Multim. Tools Appl., 2012

2011
Real-time motion detection using block matching algorithms on multicore processors.
Int. J. Inf. Commun. Technol., 2011

Exploration of Active Pixels in Intelligent Face Recognition for Constrained Mobile Systems.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

Parallel flux tensor analysis for efficient moving object detection.
Proceedings of the 14th International Conference on Information Fusion, 2011

2010
Content-based network resource allocation for real time remote laboratory applications.
Signal Image Video Process., 2010

Addressing uncertainty in multi-modal fusion for improved object detection in dynamic environment.
Inf. Fusion, 2010

Efficient feature extraction and likelihood fusion for vehicle tracking in low frame rate airborne video.
Proceedings of the 13th Conference on Information Fusion, 2010

2009
Parallel Blob Extraction Using the Multi-core Cell Processor.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

2008
Meeting real-time requirements for a low bitrate multimedia encoding framework.
Proceedings of the 2008 IEEE International Conference on Electro/Information Technology, 2008

2007
Study of Robust and Intelligent Surveillance in Visible and Multi-modal Framework.
Informatica (Slovenia), 2007

2006
Fusion of Thermal Infrared and Visible Spectrum Video for Robust Surveillance.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006


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