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Computer Science

D-Index
46
Citations
7817
World Ranking
6894
National Ranking
69

Overview

Munish Kumar is affiliated with Maharaja Ranjit Singh Punjab Technical University in India. Their research primarily spans the fields of Computer Science and Engineering, with a significant focus on subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Media Technology, Signal Processing, and Information Systems.

The scientist's main research topics include Handwritten Text Recognition Techniques, Vehicle License Plate Recognition, Advanced Image and Video Retrieval Techniques, Image Processing and 3D Reconstruction, Biometric Identification and Security, Hand Gesture Recognition Systems, and Image Retrieval and Classification Techniques.

Munish Kumar's recent papers illustrate a concentration on image classification, object recognition, and applications in the COVID-19 context, among other areas. Notable publications include:

  • Transfer learning for image classification using VGG19: Caltech-101 image data set (2021), published in Journal of Ambient Intelligence and Humanized Computing
  • Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment (2021), published in Multimedia Tools and Applications
  • 2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors (2021), published in Multimedia Tools and Applications
  • Self-supervised Learning: A Succinct Review (2023), published in Archives of Computational Methods in Engineering
  • Augmented Reality: A Comprehensive Review (2022), published in Archives of Computational Methods in Engineering

The scientist collaborates frequently with several researchers, including Krishan Kumar, M. K. Jindal, Chella Santhosh, Ajay Mittal, and J. Prasanna.

Munish Kumar's work has been widely published in journals such as Multimedia Tools and Applications, Soft Computing, Archives of Computational Methods in Engineering, Journal of Ambient Intelligence and Humanized Computing, and Neural Computing and Applications.

Best Publications

  • A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning

    Shaveta Dargan;Munish Kumar;Maruthi Rohit Ayyagari;Gulshan Kumar

  • Transfer learning for image classification using VGG19: Caltech-101 image data set

    Unknown

  • Face detection techniques: a review

    Ashu Kumar;Amandeep Kaur;Munish Kumar

  • A comprehensive survey on the biometric recognition systems based on physiological and behavioral modalities

    Shaveta Dargan;Munish Kumar

  • A healthcare monitoring system using random forest and internet of things (IoT)

    Pavleen Kaur;Ravinder Kumar;Munish Kumar

  • Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment.

    Sunil Singh;Umang Ahuja;Munish Kumar;Krishan Kumar

  • 2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors

    Monika Bansal;Munish Kumar;Manish Kumar

  • 2D-human face recognition using SIFT and SURF descriptors of face’s feature regions

    Surbhi Gupta;Kutub Thakur;Munish Kumar

  • DS-CNN: A Pre-trained Xception Model based on Depth-wise Separable Convolutional Neural Network for Finger Vein Recognition

    Kashif Shaheed;Aihua Mao;Imran Qureshi;Munish Kumar

  • Underwater image enhancement using blending of CLAHE and percentile methodologies

    Diksha Garg;Naresh Kumar Garg;Munish Kumar

  • Content-based image retrieval system using ORB and SIFT features

    Payal Chhabra;Naresh Kumar Garg;Munish Kumar

  • Music mood and human emotion recognition based on physiological signals: a systematic review

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  • An efficient technique for object recognition using Shi-Tomasi corner detection algorithm

    Monika Bansal;Munish Kumar;Manish Kumar;Krishan Kumar

  • Automatic vehicle detection system in different environment conditions using fast R-CNN

    Unknown

  • k-nearest neighbor based offline handwritten Gurmukhi character recognition

    Munish Kumar;M. K. Jindal;R. K. Sharma

  • Time series data analysis of stock price movement using machine learning techniques

    Irfan Ramzan Parray;Surinder Singh Khurana;Munish Kumar;Ali A. Altalbe

  • Improved object recognition results using SIFT and ORB feature detector

    Surbhi Gupta;Munish Kumar;Anupam Garg

  • Plant Species Recognition Using Morphological Features and Adaptive Boosting Methodology

    Munish Kumar;Surbhi Gupta;Xiao-Zhi Gao;Amitoj Singh

  • DeepNetDevanagari: a deep learning model for Devanagari ancient character recognition

    Sonika Rani Narang;Munish Kumar;Manish Kumar Jindal

  • A Systematic Review on Physiological-Based Biometric Recognition Systems: Current and Future Trends

    Kashif Shaheed;Aihua Mao;Imran Qureshi;Munish Kumar

  • Segmentation of Isolated and Touching Characters in Offline Handwritten Gurmukhi Script Recognition

    Munish Kumar;M. K. Jindal;R. K. Sharma

  • An efficient content based image retrieval system using BayesNet and K-NN

    Munish Kumar;Payal Chhabra;Naresh Kumar Garg

  • Character and numeral recognition for non-Indic and Indic scripts: a survey

    Munish Kumar;Manish Kumar Jindal;Rajendra Kumar Sharma;Simpel Rani Jindal

  • Performance evaluation of classifiers for the recognition of offline handwritten Gurmukhi characters and numerals: a study

    Munish Kumar;Manish Kumar Jindal;Rajendra Kumar Sharma;Simpel Rani Jindal

Frequent Co-Authors

Xiao-Zhi Gao
Xiao-Zhi Gao University of Eastern Finland
Sanjay Chhibber
Sanjay Chhibber Panjab University
Ram Sarkar
Ram Sarkar Jadavpur University

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