Munish Kumar

According to our database, Munish Kumar authored at least 97 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Forensic handwriting analysis: a hybrid classification framework for writer identification in Devanagari script.

Monika Sethi, Munish Kumar, Manish Kumar Jindal

Multim. Tools Appl., August, 2025

Transfer learning for human gait recognition using VGG19: CASIA-A dataset.

Veenu Rani, Munish Kumar

Multim. Tools Appl., July, 2025

2024

Human activity recognition: A comprehensive review.

Harmandeep Kaur, Veenu Rani, Munish Kumar

Expert Syst. J. Knowl. Eng., November, 2024

Facial emotion recognition: A comprehensive review.

Manmeet Kaur, Munish Kumar

Expert Syst. J. Knowl. Eng., October, 2024

VGG16: Offline handwritten devanagari word recognition using transfer learning.

Sukhjinder Singh, Naresh Kumar Garg, Munish Kumar

Multim. Tools Appl., September, 2024

Correction to: A convolution deep architecture for gender classification of Urdu handwritten characters.

Syed Tufael Nabi, Munish Kumar, Paramjeet Singh

Multim. Tools Appl., September, 2024

A convolution deep architecture for gender classification of urdu handwritten characters.

Syed Tufael Nabi, Munish Kumar, Paramjeet Singh

Multim. Tools Appl., September, 2024

Automatic diagnosis of CoV-19 in CXR images using haar-like feature and XgBoost classifier.

Kashif Shaheed, Qasiar Abbas, Munish Kumar

Multim. Tools Appl., August, 2024

Self-supervised learning for medical image analysis: a comprehensive review.

Veenu Rani, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar

Evol. Syst., August, 2024

Federated learning: a comprehensive review of recent advances and applications.

Harmandeep Kaur, Veenu Rani, Munish Kumar, Monika Sachdeva, Ajay Mittal, Krishan Kumar

Multim. Tools Appl., May, 2024

Gender Classification System Based on the Behavioral Biometric Modality: Application of Handwritten Text.

Shaveta Dargan, Munish Kumar

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2024

Handwriting-based gender classification using machine learning techniques.

Shaveta Dargan, Munish Kumar, Ajay Mittal, Krishan Kumar

Multim. Tools Appl., 2024

Age, gender and handedness prediction using handwritten text: A comprehensive survey.

Chinu Singla, Raman Maini, Munish Kumar

Eng. Appl. Artif. Intell., 2024

Deep learning techniques for biometric security: A systematic review of presentation attack detection systems.

Kashif Shaheed, Piotr Szczuko, Munish Kumar, Imran Qureshi, Qaisar Abbas, Ihsan Ullah

Eng. Appl. Artif. Intell., 2024

2023

Worddeepnet: handwritten gurumukhi word recognition using convolutional neural network.

Harmandeep Kaur, Shally Bansal, Munish Kumar, Ajay Mittal, Krishan Kumar

Multim. Tools Appl., December, 2023

Human gait recognition: A systematic review.

Veenu Rani, Munish Kumar

Multim. Tools Appl., October, 2023

A comprehensive survey on state-of-the-art video forgery detection techniques.

Sk Mohiuddin, Samir Malakar, Munish Kumar, Ram Sarkar

Multim. Tools Appl., September, 2023

DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language.

Navdeep Singh, Munish Kumar, Bavalpreet Singh, Jaskaran Singh

Evol. Syst., August, 2023

Gender prediction system through behavioral biometric handwriting: a comprehensive review.

Monika Sethi, Munish Kumar, Manish Kumar Jindal

Soft Comput., May, 2023

On the performance analysis of various features and classifiers for handwritten devanagari word recognition.

Sukhjinder Singh, Naresh Kumar Garg, Munish Kumar

Neural Comput. Appl., April, 2023

An empirical study to design an effective agile knowledge management framework.

Amitoj Singh, Vinay Kukreja, Munish Kumar

Multim. Tools Appl., March, 2023

COVID-19: Social distancing monitoring using faster-RCNN and YOLOv3 algorithms.

Umang Ahuja, Sunil Singh, Munish Kumar, Krishan Kumar, Monika Sachdeva

Multim. Tools Appl., February, 2023

Signature identification and verification techniques: state-of-the-art work.

Harmandeep Kaur, Munish Kumar

J. Ambient Intell. Humaniz. Comput., February, 2023

Image forgery techniques: a review.

Gurpreet Kaur, Navdeep Singh, Munish Kumar

Artif. Intell. Rev., February, 2023

Bagging: An Ensemble Approach for Recognition of Handwritten Place Names in Gurumukhi Script.

Harmandeep Kaur, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023

Unveiling digital image forgeries using Markov based quaternions in frequency domain and fusion of machine learning algorithms.

Savita Walia, Krishan Kumar, Munish Kumar

Multim. Tools Appl., 2023

Feature extraction and classification techniques for handwritten Devanagari text recognition: a survey.

Sukhjinder Singh, Naresh Kumar Garg, Munish Kumar

Multim. Tools Appl., 2023

Recognition of offline handwritten Urdu characters using RNN and LSTM models.

Muzafar Mehraj Misgar, Faisel Mushtaq, Surinder Singh Khurana, Munish Kumar

Multim. Tools Appl., 2023

A comprehensive survey on machine translation for English, Hindi and Sanskrit languages.

Sitender, Seema Bawa, Munish Kumar, Sangeeta

J. Ambient Intell. Humaniz. Comput., 2023

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

Monika Bansal, Munish Kumar, Monika Sachdeva, Ajay Mittal

J. Ambient Intell. Humaniz. Comput., 2023

Writer Identification from Offline Handwriting Images in Urdu Script with Dense-Net: A Deep Learning Approach.

Syed Tufael Nabi, Paramjeet Singh, Munish Kumar

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022

Artificial Intelligence for Cybersecurity: Recent Advancements, Challenges and Opportunities.

Veenu Rani, Munish Kumar, Ajay Mittal, Krishan Kumar

Proceedings of the Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities, 2022

A deep learning approach for classification and diagnosis of Parkinson's disease.

Monika Jyotiyana, Nishtha Kesswani, Munish Kumar

Soft Comput., 2022

OKC classifier: an efficient approach for classification of imbalanced dataset using hybrid methodology.

Ashok Kumar Bathla, Shally Bansal, Munish Kumar

Soft Comput., 2022

LineSeg: line segmentation of scanned newspaper documents.

Rupinder Pal Kaur, Manish Kumar Jindal, Munish Kumar, Simpel Rani Jindal, Shikha Tuteja

Pattern Anal. Appl., 2022

Recommender system: prediction/diagnosis of breast cancer using hybrid machine learning algorithm.

Shalli Rani, Manpreet Kaur, Munish Kumar

Multim. Tools Appl., 2022

An efficient approach for copy-move image forgery detection using convolution neural network.

Saboor Koul, Munish Kumar, Surinder Singh Khurana, Faisel Mushtaq, Krishan Kumar

Multim. Tools Appl., 2022

Semi-supervised labeling: a proposed methodology for labeling the twitter datasets.

Tabassum Gull Jan, Surinder Singh Khurana, Munish Kumar

Multim. Tools Appl., 2022

Fruit quality evaluation using machine learning techniques: review, motivation and future perspectives.

Bhumica Dhiman, Yogesh Kumar, Munish Kumar

Multim. Tools Appl., 2022

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

Nitika Arora, Yogesh Kumar, Rashmi Karkra, Munish Kumar

Multim. Tools Appl., 2022

A comprehensive survey of image and video forgery techniques: variants, challenges, and future directions.

Syed Tufael Nabi, Munish Kumar, Paramjeet Singh, Naveen Aggarwal, Krishan Kumar

Multim. Syst., 2022

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

Vybhav Chaturvedi, Arman Beer Kaur, Vedansh Varshney, Anupam Garg, Gurpal Singh Chhabra, Munish Kumar

Multim. Syst., 2022

Recent advancements in finger vein recognition technology: Methodology, challenges and opportunities.

Kashif Shaheed, Aihua Mao, Imran Qureshi, Munish Kumar, Sumaira Hussain, Xingming Zhang

Inf. Fusion, 2022

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, Sumaira Hussain, Inam Ullah, Xingming Zhang

Expert Syst. Appl., 2022

Finger-vein presentation attack detection using depthwise separable convolution neural network.

Kashif Shaheed, Aihua Mao, Imran Qureshi, Qaisar Abbas, Munish Kumar, Xingming Zhang

Expert Syst. Appl., 2022

Shi-Tomasi corner detector for cattle identification from muzzle print image pattern.

Amanpreet Kaur, Munish Kumar, Manish Kumar Jindal

Ecol. Informatics, 2022

2021

Intrusion detection techniques in network environment: a systematic review.

Maruthi Rohit Ayyagari, Nishtha Kesswani, Munish Kumar, Krishan Kumar

Wirel. Networks, 2021

2D-human face recognition using SIFT and SURF descriptors of face's feature regions.

Surbhi Gupta, Kutub Thakur, Munish Kumar

Vis. Comput., 2021

A Novel Attack on Monochrome and Greyscale Devanagari CAPTCHAs.

Mohinder Kumar, Manish Kumar Jindal, Munish Kumar

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Recognition of online handwritten Gurmukhi characters using recurrent neural network classifier.

Harjeet Singh, Rajendra Kumar Sharma, V. P. Singh, Munish Kumar

Soft Comput., 2021

AutoSSR: an efficient approach for automatic spontaneous speech recognition model for the Punjabi Language.

Yogesh Kumar, Navdeep Singh, Munish Kumar, Amitoj Singh

Soft Comput., 2021

Improved recognition results of offline handwritten Gurumukhi characters using hybrid features and adaptive boosting.

Munish Kumar, Manish Kumar Jindal, Rajendra Kumar Sharma, Simpel Rani Jindal, Harjeet Singh

Soft Comput., 2021

Offline handwritten Gurumukhi word recognition using eXtreme Gradient Boosting methodology.

Harmandeep Kaur, Munish Kumar

Soft Comput., 2021

PCA-based gender classification system using hybridization of features and classification techniques.

Shaveta Dargan, Munish Kumar, Shikha Tuteja

Soft Comput., 2021

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

Monika Bansal, Munish Kumar, Manish Kumar, Krishan Kumar

Soft Comput., 2021

UrduDeepNet: offline handwritten Urdu character recognition using deep neural network.

Faisel Mushtaq, Muzafar Mehraj Misgar, Munish Kumar, Surinder Singh Khurana

Neural Comput. Appl., 2021

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

Sunil Singh, Umang Ahuja, Munish Kumar, Krishan Kumar, Monika Sachdeva

Multim. Tools Appl., 2021

Prediction of the mortality rate and framework for remote monitoring of pregnant women based on IoT.

Shalli Rani, Munish Kumar

Multim. Tools Appl., 2021

FEMT: a computational approach for fog elimination using multiple thresholds.

Mamta Mittal, Munish Kumar, Amit Verma, Iqbaldeep Kaur, Bhavneet Kaur, Meenakshi Sharma, Lalit Mohan Goyal

Multim. Tools Appl., 2021

Face detection in still images under occlusion and non-uniform illumination.

Ashu Kumar, Munish Kumar, Amandeep Kaur

Multim. Tools Appl., 2021

On the recognition of offline handwritten word using holistic approach and AdaBoost methodology.

Harmandeep Kaur, Munish Kumar

Multim. Tools Appl., 2021

Hybrid local phase quantization and grey wolf optimization based SVM for finger vein recognition.

Kanika Kapoor, Shalli Rani, Munish Kumar, Vinay Chopra, Gubinder Singh Brar

Multim. Tools Appl., 2021

An efficient method of multicolor detection using global optimum thresholding for image analysis.

Lalit Mohan Goyal, Mamta Mittal, Munish Kumar, Bhavneet Kaur, Meenakshi Sharma, Amit Verma, Iqbaldeep Kaur

Multim. Tools Appl., 2021

AutoFER: PCA and PSO based automatic facial emotion recognition.

Malika Arora, Munish Kumar

Multim. Tools Appl., 2021

Gait recognition based on vision systems: A systematic survey.

Munish Kumar, Navdeep Singh, Ravinder Kumar, Shubham Goel, Krishan Kumar

J. Vis. Commun. Image Represent., 2021

Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data.

Kushal Kanti Ghosh, Shemim Begum, Aritra Sardar, Sukdev Adhikary, Manosij Ghosh, Munish Kumar, Ram Sarkar

Expert Syst. Appl., 2021

Fusion of Handcrafted and Deep Features for Forgery Detection in Digital Images.

Savita Walia, Krishan Kumar, Munish Kumar, Xiao-Zhi Gao

IEEE Access, 2021

Handcrafted Features for Human Gait Recognition: CASIA-A Dataset.

Veenu Rani, Munish Kumar, Bhupinder Singh

Proceedings of the Artificial Intelligence and Data Science, 2021

2020

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

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

Soft Comput., 2020

A computational approach for printed document forensics using SURF and ORB features.

Munish Kumar, Surbhi Gupta, Neeraj Mohan

Soft Comput., 2020

Forensic document examination system using boosting and bagging methodologies.

Surbhi Gupta, Munish Kumar

Soft Comput., 2020

Writer identification system for pre-segmented offline handwritten Devanagari characters using k-NN and SVM.

Shaveta Dargan, Munish Kumar, Anupam Garg, Kutub Thakur

Soft Comput., 2020

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

Payal Chhabra, Naresh Kumar Garg, Munish Kumar

Neural Comput. Appl., 2020

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

Shaveta Dargan, Munish Kumar

Expert Syst. Appl., 2020

SPREADING OF COVID-19 IN INDIA, ITALY, JAPAN, SPAIN, UK, US: A Prediction Using ARIMA and LSTM Model.

Munish Kumar, Surbhi Gupta, Krishan Kumar, Monika Sachdeva

Digit. Gov. Res. Pract., 2020

ASRoIL: a comprehensive survey for automatic speech recognition of Indian languages.

Amitoj Singh, Virender Kadyan, Munish Kumar, Nancy Bassan

Artif. Intell. Rev., 2020

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

Artif. Intell. Rev., 2020

2019

Devanagari ancient character recognition using DCT features with adaptive boosting and bootstrap aggregating.

Sonika Rani Narang, Manish Kumar Jindal, Munish Kumar

Soft Comput., 2019

Improved Recognition Results of Medieval Handwritten Gurmukhi Manuscripts Using Boosting and Bagging Methodologies.

Munish Kumar, Simpel Rani Jindal, Manish Kumar Jindal, Gurpreet Singh Lehal

Neural Process. Lett., 2019

Drop flow method: an iterative algorithm for complete segmentation of Devanagari ancient manuscripts.

Sonika Rani Narang, Manish Kumar Jindal, Munish Kumar

Multim. Tools Appl., 2019

Fusion of RGB and HSV colour space for foggy image quality enhancement.

Munish Kumar, Simpel Rani Jindal

Multim. Tools Appl., 2019

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

Pavleen Kaur, Ravinder Kumar, Munish Kumar

Multim. Tools Appl., 2019

Improved object recognition results using SIFT and ORB feature detector.

Surbhi Gupta, Munish Kumar, Anupam Garg

Multim. Tools Appl., 2019

An efficient page ranking approach based on vector norms using <i>s</i>Norm(<i>p</i>) algorithm.

Shubham Goel, Ravinder Kumar, Munish Kumar, Vikram Chopra

Inf. Process. Manag., 2019

Face detection techniques: a review.

Ashu Kumar, Amandeep Kaur, Munish Kumar

Artif. Intell. Rev., 2019

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

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

Artif. Intell. Rev., 2019

Plant Species Recognition Using Morphological Features and Adaptive Boosting Methodology.

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

IEEE Access, 2019

A Benchmark Dataset of Online Handwritten Gurmukhi Script Words and Numerals.

Harjeet Singh, Rajendra Kumar Sharma, Rajesh Kumar, Karun Verma, Ravinder Kumar, Munish Kumar

Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

2018

A comprehensive survey on word recognition for non-Indic and Indic scripts.

Harmandeep Kaur, Munish Kumar

Pattern Anal. Appl., 2018

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

Munish Kumar, Payal Chhabra, Naresh Kumar Garg

Multim. Tools Appl., 2018

Underwater image enhancement using blending of CLAHE and percentile methodologies.

Diksha Garg, Naresh Kumar Garg, Munish Kumar

Multim. Tools Appl., 2018

Performance Comparison of Several Feature Selection Techniques for Offline Handwritten Character Recognition.

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

Proceedings of the 2018 IEEE International Conference on Research in Intelligent and Computing in Engineering, 2018

Benchmark Datasets for Offline Handwritten Gurmukhi Script Recognition.

Munish Kumar, Rajendra Kumar Sharma, Manish Kumar Jindal, Simpel Rani Jindal, Harjeet Singh

Proceedings of the Document Analysis and Recognition, 2018

Benchmark Dataset: Offline Handwritten Gurmukhi City Names for Postal Automation.

Harmandeep Kaur, Munish Kumar

Proceedings of the Document Analysis and Recognition, 2018

2012

Offline handwritten Gurmukhi character recognition: study of different feature-classifier combinations.

Munish Kumar, Rajendra Kumar Sharma, Manish Kumar Jindal

Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012

Review on Off-Line Signature Verification Techniques for Reducing Forgeries/Fraud.

Natasha Sharma, Munish Kumar

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012

2010

Segmentation of lines and words in handwritten Gurmukhi script documents.

Munish Kumar, Rajendra Kumar Sharma, Manish Kumar Jindal

Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia, 2010