Munish Kumar

100 papers Journal 90Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Document forgery detection: a comprehensive review.
Int. J. Data Sci. Anal.
Ranveer Sukhija, Munish Kumar, Manish Kumar Jindal
2025 J jnl
Forensic handwriting analysis: a hybrid classification framework for writer identification in Devanagari script.
Multim. Tools Appl.
Monika Sethi, Munish Kumar, Manish Kumar Jindal
2025 J jnl
Intelligent transportation systems: filters and performance evaluation in image data decontamination.
Multim. Tools Appl.
Shikha Tuteja, Ravinder Tonk, Munish Kumar
2025 J jnl
Transfer learning for human gait recognition using VGG19: CASIA-A dataset.
Multim. Tools Appl.
Veenu Rani, Munish Kumar
2024 J jnl
A convolution deep architecture for gender classification of urdu handwritten characters.
Multim. Tools Appl.
Syed Tufael Nabi, Munish Kumar, Paramjeet Singh
2024 J jnl
Age, gender and handedness prediction using handwritten text: A comprehensive survey.
Eng. Appl. Artif. Intell.
Chinu Singla, Raman Maini, Munish Kumar
2024 J jnl
Automatic diagnosis of CoV-19 in CXR images using haar-like feature and XgBoost classifier.
Multim. Tools Appl.
Kashif Shaheed, Qasiar Abbas, Munish Kumar
2024 J jnl
Correction to: A convolution deep architecture for gender classification of Urdu handwritten characters.
Multim. Tools Appl.
Syed Tufael Nabi, Munish Kumar, Paramjeet Singh
2024 J jnl
Deep learning techniques for biometric security: A systematic review of presentation attack detection systems.
Eng. Appl. Artif. Intell.
Kashif Shaheed, Piotr Szczuko, Munish Kumar, Imran Qureshi, Qaisar Abbas, Ihsan Ullah
2024 J jnl
Facial emotion recognition: A comprehensive review.
Expert Syst. J. Knowl. Eng.
Manmeet Kaur, Munish Kumar
2024 J jnl
Federated learning: a comprehensive review of recent advances and applications.
Multim. Tools Appl.
Harmandeep Kaur, Veenu Rani, Munish Kumar, Monika Sachdeva, Ajay Mittal, Krishan Kumar
2024 J jnl
Gender Classification System Based on the Behavioral Biometric Modality: Application of Handwritten Text.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Shaveta Dargan, Munish Kumar
2024 J jnl
Handwriting-based gender classification using machine learning techniques.
Multim. Tools Appl.
Shaveta Dargan, Munish Kumar, Ajay Mittal, Krishan Kumar
2024 J jnl
Human activity recognition: A comprehensive review.
Expert Syst. J. Knowl. Eng.
Harmandeep Kaur, Veenu Rani, Munish Kumar
2024 J jnl
Self-supervised learning for medical image analysis: a comprehensive review.
Evol. Syst.
Veenu Rani, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar
2024 J jnl
VGG16: Offline handwritten devanagari word recognition using transfer learning.
Multim. Tools Appl.
Sukhjinder Singh, Naresh Kumar Garg, Munish Kumar
2023 J jnl
A comprehensive survey on machine translation for English, Hindi and Sanskrit languages.
J. Ambient Intell. Humaniz. Comput.
Sitender, Seema Bawa, Munish Kumar, Sangeeta
2023 J jnl
A comprehensive survey on state-of-the-art video forgery detection techniques.
Multim. Tools Appl.
Sk Mohiuddin, Samir Malakar, Munish Kumar, Ram Sarkar
2023 J jnl
An empirical study to design an effective agile knowledge management framework.
Multim. Tools Appl.
Amitoj Singh, Vinay Kukreja, Munish Kumar
2023 J jnl
Bagging: An Ensemble Approach for Recognition of Handwritten Place Names in Gurumukhi Script.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Harmandeep Kaur, Munish Kumar, Aastha Gupta, Monika Sachdeva, Ajay Mittal, Krishan Kumar
2023 J jnl
COVID-19: Social distancing monitoring using faster-RCNN and YOLOv3 algorithms.
Multim. Tools Appl.
Umang Ahuja, Sunil Singh, Munish Kumar, Krishan Kumar, Monika Sachdeva
2023 J jnl
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language.
Evol. Syst.
Navdeep Singh, Munish Kumar, Bavalpreet Singh, Jaskaran Singh
2023 J jnl
Feature extraction and classification techniques for handwritten Devanagari text recognition: a survey.
Multim. Tools Appl.
Sukhjinder Singh, Naresh Kumar Garg, Munish Kumar
2023 J jnl
Gender prediction system through behavioral biometric handwriting: a comprehensive review.
Soft Comput.
Monika Sethi, Munish Kumar, Manish Kumar Jindal
2023 J jnl
Human gait recognition: A systematic review.
Multim. Tools Appl.
Veenu Rani, Munish Kumar
2023 J jnl
Image forgery techniques: a review.
Artif. Intell. Rev.
Gurpreet Kaur, Navdeep Singh, Munish Kumar
2023 J jnl
On the performance analysis of various features and classifiers for handwritten devanagari word recognition.
Neural Comput. Appl.
Sukhjinder Singh, Naresh Kumar Garg, Munish Kumar
2023 J jnl
Recognition of offline handwritten Urdu characters using RNN and LSTM models.
Multim. Tools Appl.
Muzafar Mehraj Misgar, Faisel Mushtaq, Surinder Singh Khurana, Munish Kumar
2023 J jnl
Signature identification and verification techniques: state-of-the-art work.
J. Ambient Intell. Humaniz. Comput.
Harmandeep Kaur, Munish Kumar
2023 J jnl
Transfer learning for image classification using VGG19: Caltech-101 image data set.
J. Ambient Intell. Humaniz. Comput.
Monika Bansal, Munish Kumar, Monika Sachdeva, Ajay Mittal
2023 J jnl
Unveiling digital image forgeries using Markov based quaternions in frequency domain and fusion of machine learning algorithms.
Multim. Tools Appl.
Savita Walia, Krishan Kumar, Munish Kumar
2023 J jnl
Worddeepnet: handwritten gurumukhi word recognition using convolutional neural network.
Multim. Tools Appl.
Harmandeep Kaur, Shally Bansal, Munish Kumar, Ajay Mittal, Krishan Kumar
2023 — conf
Writer Identification from Offline Handwriting Images in Urdu Script with Dense-Net: A Deep Learning Approach.
ICCCNT
Syed Tufael Nabi, Paramjeet Singh, Munish Kumar
2022 J jnl
A comprehensive survey of image and video forgery techniques: variants, challenges, and future directions.
Multim. Syst.
Syed Tufael Nabi, Munish Kumar, Paramjeet Singh, Naveen Aggarwal, Krishan Kumar
2022 J jnl
A deep learning approach for classification and diagnosis of Parkinson's disease.
Soft Comput.
Monika Jyotiyana, Nishtha Kesswani, Munish Kumar
2022 J jnl
An efficient approach for copy-move image forgery detection using convolution neural network.
Multim. Tools Appl.
Saboor Koul, Munish Kumar, Surinder Singh Khurana, Faisel Mushtaq, Krishan Kumar
2022 — ch.
Artificial Intelligence for Cybersecurity: Recent Advancements, Challenges and Opportunities.
Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities
Veenu Rani, Munish Kumar, Ajay Mittal, Krishan Kumar
2022 J jnl
Automatic vehicle detection system in different environment conditions using fast R-CNN.
Multim. Tools Appl.
Nitika Arora, Yogesh Kumar, Rashmi Karkra, Munish Kumar
2022 J jnl
Computational intelligence in processing of speech acoustics: a survey.
Complex Intell. Syst.
Amitoj Singh, Navkiran Kaur, Vinay Kukreja, Virender Kadyan, Munish Kumar
2022 J jnl
DS-CNN: A pre-trained Xception model based on depth-wise separable convolutional neural network for finger vein recognition.
Expert Syst. Appl.
Kashif Shaheed, Aihua Mao, Imran Qureshi, Munish Kumar, Sumaira Hussain, Inam Ullah, Xingming Zhang
2022 J jnl
Finger-vein presentation attack detection using depthwise separable convolution neural network.
Expert Syst. Appl.
Kashif Shaheed, Aihua Mao, Imran Qureshi, Qaisar Abbas, Munish Kumar, Xingming Zhang
2022 J jnl
Fruit quality evaluation using machine learning techniques: review, motivation and future perspectives.
Multim. Tools Appl.
Bhumica Dhiman, Yogesh Kumar, Munish Kumar
2022 J jnl
LineSeg: line segmentation of scanned newspaper documents.
Pattern Anal. Appl.
Rupinder Pal Kaur, Manish Kumar Jindal, Munish Kumar, Simpel Rani Jindal, Shikha Tuteja
2022 J jnl
Music mood and human emotion recognition based on physiological signals: a systematic review.
Multim. Syst.
Vybhav Chaturvedi, Arman Beer Kaur, Vedansh Varshney, Anupam Garg, Gurpal Singh Chhabra, Munish Kumar
2022 J jnl
OKC classifier: an efficient approach for classification of imbalanced dataset using hybrid methodology.
Soft Comput.
Ashok Kumar Bathla, Shally Bansal, Munish Kumar
2022 J jnl
Recent advancements in finger vein recognition technology: Methodology, challenges and opportunities.
Inf. Fusion
Kashif Shaheed, Aihua Mao, Imran Qureshi, Munish Kumar, Sumaira Hussain, Xingming Zhang
2022 J jnl
Recommender system: prediction/diagnosis of breast cancer using hybrid machine learning algorithm.
Multim. Tools Appl.
Shalli Rani, Manpreet Kaur, Munish Kumar
2022 J jnl
Semi-supervised labeling: a proposed methodology for labeling the twitter datasets.
Multim. Tools Appl.
Tabassum Gull Jan, Surinder Singh Khurana, Munish Kumar
2022 J jnl
Shi-Tomasi corner detector for cattle identification from muzzle print image pattern.
Ecol. Informatics
Amanpreet Kaur, Munish Kumar, Manish Kumar Jindal
2021 J jnl
2D-human face recognition using SIFT and SURF descriptors of face's feature regions.
Vis. Comput.
Surbhi Gupta, Kutub Thakur, Munish Kumar
2021 J jnl
A Novel Attack on Monochrome and Greyscale Devanagari CAPTCHAs.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Mohinder Kumar, Manish Kumar Jindal, Munish Kumar
2021 J jnl
An efficient method of multicolor detection using global optimum thresholding for image analysis.
Multim. Tools Appl.
Lalit Mohan Goyal, Mamta Mittal, Munish Kumar, Bhavneet Kaur, Meenakshi Sharma, Amit Verma, Iqbaldeep Kaur
2021 J jnl
An efficient technique for object recognition using Shi-Tomasi corner detection algorithm.
Soft Comput.
Monika Bansal, Munish Kumar, Manish Kumar, Krishan Kumar
2021 J jnl
AutoFER: PCA and PSO based automatic facial emotion recognition.
Multim. Tools Appl.
Malika Arora, Munish Kumar
2021 J jnl
AutoSSR: an efficient approach for automatic spontaneous speech recognition model for the Punjabi Language.
Soft Comput.
Yogesh Kumar, Navdeep Singh, Munish Kumar, Amitoj Singh
2021 J jnl
FEMT: a computational approach for fog elimination using multiple thresholds.
Multim. Tools Appl.
Mamta Mittal, Munish Kumar, Amit Verma, Iqbaldeep Kaur, Bhavneet Kaur, Meenakshi Sharma, Lalit Mohan Goyal
2021 J jnl
Face detection in still images under occlusion and non-uniform illumination.
Multim. Tools Appl.
Ashu Kumar, Munish Kumar, Amandeep Kaur
2021 J jnl
Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment.
Multim. Tools Appl.
Sunil Singh, Umang Ahuja, Munish Kumar, Krishan Kumar, Monika Sachdeva
2021 J jnl
Fusion of Handcrafted and Deep Features for Forgery Detection in Digital Images.
IEEE Access
Savita Walia, Krishan Kumar, Munish Kumar, Xiao-Zhi Gao
2021 J jnl
Gait recognition based on vision systems: A systematic survey.
J. Vis. Commun. Image Represent.
Munish Kumar, Navdeep Singh, Ravinder Kumar, Shubham Goel, Krishan Kumar
2021 — conf
Handcrafted Features for Human Gait Recognition: CASIA-A Dataset.
ICAIDS
Veenu Rani, Munish Kumar, Bhupinder Singh
2021 J jnl
Hybrid local phase quantization and grey wolf optimization based SVM for finger vein recognition.
Multim. Tools Appl.
Kanika Kapoor, Shalli Rani, Munish Kumar, Vinay Chopra, Gubinder Singh Brar
2021 J jnl
Improved recognition results of offline handwritten Gurumukhi characters using hybrid features and adaptive boosting.
Soft Comput.
Munish Kumar, Manish Kumar Jindal, Rajendra Kumar Sharma, Simpel Rani Jindal, Harjeet Singh
2021 J jnl
Intrusion detection techniques in network environment: a systematic review.
Wirel. Networks
Maruthi Rohit Ayyagari, Nishtha Kesswani, Munish Kumar, Krishan Kumar
2021 J jnl
Offline handwritten Gurumukhi word recognition using eXtreme Gradient Boosting methodology.
Soft Comput.
Harmandeep Kaur, Munish Kumar
2021 J jnl
On the recognition of offline handwritten word using holistic approach and AdaBoost methodology.
Multim. Tools Appl.
Harmandeep Kaur, Munish Kumar
2021 J jnl
PCA-based gender classification system using hybridization of features and classification techniques.
Soft Comput.
Shaveta Dargan, Munish Kumar, Shikha Tuteja
2021 J jnl
Prediction of the mortality rate and framework for remote monitoring of pregnant women based on IoT.
Multim. Tools Appl.
Shalli Rani, Munish Kumar
2021 J jnl
Recognition of online handwritten Gurmukhi characters using recurrent neural network classifier.
Soft Comput.
Harjeet Singh, Rajendra Kumar Sharma, Varinder Pal Singh, Munish Kumar
2021 J jnl
Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data.
Expert Syst. Appl.
Kushal Kanti Ghosh, Shemim Begum, Aritra Sardar, Sukdev Adhikary, Manosij Ghosh, Munish Kumar, Ram Sarkar
2021 J jnl
UrduDeepNet: offline handwritten Urdu character recognition using deep neural network.
Neural Comput. Appl.
Faisel Mushtaq, Muzafar Mehraj Misgar, Munish Kumar, Surinder Singh Khurana
2020 J jnl
A comprehensive survey on the biometric recognition systems based on physiological and behavioral modalities.
Expert Syst. Appl.
Shaveta Dargan, Munish Kumar
2020 J jnl
A computational approach for printed document forensics using SURF and ORB features.
Soft Comput.
Munish Kumar, Surbhi Gupta, Neeraj Mohan
2020 J jnl
ASRoIL: a comprehensive survey for automatic speech recognition of Indian languages.
Artif. Intell. Rev.
Amitoj Singh, Virender Kadyan, Munish Kumar, Nancy Bassan
2020 J jnl
Content-based image retrieval system using ORB and SIFT features.
Neural Comput. Appl.
Payal Chhabra, Naresh Kumar Garg, Munish Kumar
2020 J jnl
Forensic document examination system using boosting and bagging methodologies.
Soft Comput.
Surbhi Gupta, Munish Kumar
2020 J jnl
Performance evaluation of classifiers for the recognition of offline handwritten Gurmukhi characters and numerals: a study.
Artif. Intell. Rev.
Munish Kumar, Manish Kumar Jindal, Rajendra Kumar Sharma, Simpel Rani Jindal
2020 J jnl
SPREADING OF COVID-19 IN INDIA, ITALY, JAPAN, SPAIN, UK, US: A Prediction Using ARIMA and LSTM Model.
Digit. Gov. Res. Pract.
Munish Kumar, Surbhi Gupta, Krishan Kumar, Monika Sachdeva
2020 J jnl
Time series data analysis of stock price movement using machine learning techniques.
Soft Comput.
Irfan Ramzan Parray, Surinder Singh Khurana, Munish Kumar, Ali A. Altalbe
2020 J jnl
Writer identification system for pre-segmented offline handwritten Devanagari characters using k-NN and SVM.
Soft Comput.
Shaveta Dargan, Munish Kumar, Anupam Garg, Kutub Thakur
2019 — conf
A Benchmark Dataset of Online Handwritten Gurmukhi Script Words and Numerals.
CVIP (2)
Harjeet Singh, Rajendra Kumar Sharma, Rajesh Kumar, Karun Verma, Ravinder Kumar, Munish Kumar
2019 J jnl
A healthcare monitoring system using random forest and internet of things (IoT).
Multim. Tools Appl.
Pavleen Kaur, Ravinder Kumar, Munish Kumar
2019 J jnl
An efficient page ranking approach based on vector norms using
Inf. Process. Manag.
Shubham Goel, Ravinder Kumar, Munish Kumar, Vikram Chopra
2019 J jnl
Character and numeral recognition for non-Indic and Indic scripts: a survey.
Artif. Intell. Rev.
Munish Kumar, Manish Kumar Jindal, Rajendra Kumar Sharma, Simpel Rani Jindal
2019 J jnl
Devanagari ancient character recognition using DCT features with adaptive boosting and bootstrap aggregating.
Soft Comput.
Sonika Rani Narang, Manish Kumar Jindal, Munish Kumar
2019 J jnl
Drop flow method: an iterative algorithm for complete segmentation of Devanagari ancient manuscripts.
Multim. Tools Appl.
Sonika Rani Narang, Manish Kumar Jindal, Munish Kumar
2019 J jnl
Face detection techniques: a review.
Artif. Intell. Rev.
Ashu Kumar, Amandeep Kaur, Munish Kumar
2019 J jnl
Fusion of RGB and HSV colour space for foggy image quality enhancement.
Multim. Tools Appl.
Munish Kumar, Simpel Rani Jindal
2019 J jnl
Improved Recognition Results of Medieval Handwritten Gurmukhi Manuscripts Using Boosting and Bagging Methodologies.
Neural Process. Lett.
Munish Kumar, Simpel Rani Jindal, Manish Kumar Jindal, Gurpreet Singh Lehal
2019 J jnl
Improved object recognition results using SIFT and ORB feature detector.
Multim. Tools Appl.
Surbhi Gupta, Munish Kumar, Anupam Garg
2019 J jnl
Plant Species Recognition Using Morphological Features and Adaptive Boosting Methodology.
IEEE Access
Munish Kumar, Surbhi Gupta, Xiao-Zhi Gao, Amitoj Singh
2018 J jnl
A comprehensive survey on word recognition for non-Indic and Indic scripts.
Pattern Anal. Appl.
Harmandeep Kaur, Munish Kumar
2018 J jnl
An efficient content based image retrieval system using BayesNet and K-NN.
Multim. Tools Appl.
Munish Kumar, Payal Chhabra, Naresh Kumar Garg
2018 — conf
Benchmark Dataset: Offline Handwritten Gurmukhi City Names for Postal Automation.
DAR@ICVGIP
Harmandeep Kaur, Munish Kumar
2018 — conf
Benchmark Datasets for Offline Handwritten Gurmukhi Script Recognition.
DAR@ICVGIP
Munish Kumar, Rajendra Kumar Sharma, Manish Kumar Jindal, Simpel Rani Jindal, Harjeet Singh
2018 — conf
Performance Comparison of Several Feature Selection Techniques for Offline Handwritten Character Recognition.
RICE
Munish Kumar, Manish Kumar Jindal, Rajendra Kumar Sharma, Simpel Rani Jindal
2018 J jnl
Underwater image enhancement using blending of CLAHE and percentile methodologies.
Multim. Tools Appl.
Diksha Garg, Naresh Kumar Garg, Munish Kumar
2012 — conf
Offline handwritten Gurmukhi character recognition: study of different feature-classifier combinations.
DAR@ICVGIP
Munish Kumar, Rajendra Kumar Sharma, Manish Kumar Jindal
2012 — conf
Review on Off-Line Signature Verification Techniques for Reducing Forgeries/Fraud.
ACITY (3)
Natasha Sharma, Munish Kumar
2010 — conf
Segmentation of lines and words in handwritten Gurmukhi script documents.
IITM
Munish Kumar, Rajendra Kumar Sharma, Manish Kumar Jindal