Department of Computer ScienceFaculty ID 19031

Faculty Profileteachingpermanent

Manoj Kumar Singh

Professor

Department of Computer Science

Department of Computer Science, Institute of Science, Banaras Hindu University (BHU), Varanasi-221 0058005434293 manoj.dstcims@bhu.ac.in

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Publications

Research Projects

Ph.D. Scholars

Honours & Awards

Academic Profile

About the Faculty

A concise academic overview, expertise and current areas of scholarly interest.

Manoj Kumar Singh serves as Professor in the Department of Computer Science, contributing to teaching, research, student mentorship and academic initiatives.

Career Timeline

Work Experience

Academic appointments, research roles, and administrative responsibilities.

AcademicSeptember, 2017 - Till Date

Associate Professor

Department of Computer Science, Institute of Science,Banaras Hindu University

Teaching and Research

AcademicJuly, 2010 - September, 2017

Assistant Professor

DST-Center for Interdisciplinary Mathematical Sciences (DST-CIMS), Institute of Science, Banaras Hindu University

Teaching and Research

AcademicNovember, 2009 - June, 2010

Post-Doctoral Fellow

Sensor System Lab, Department of Information and Mechatronics, Gwangju Institute of Science and Technology (GIST), South Korea

Research

AcademicNovember, 2008 - October, 2009

Assistant Professor

Department of Computer Science and Engineering, Galgotias College of Engineering and Technology, Greater Noida

Teaching

Administrative2014 - 2017

Course Coordinator

DST-CIMS, Institute of Science, Banaras Hindu University

Manage Academic, Financial and Administrative responsibility of special course Master in Computational Science and Application in Signal Processing

Administrative2017 - 2020

Corse Coordinator

DST-CIMS, Institute of Science, Banaras Hindu University

Manage Academic, Financial and Administrative responsibility of special course Master in Computational Science and Application in Signal Processing

Research & Innovation

Selected Publications

Journal articles, conference papers, book chapters and other scholarly work.

2025

DFFnet: Delay Feature Fusion Network for Efficient Content-Based Image Retrieval(revised manuscript under review))

Suneel Kumar, Manoj Kumar Singh, Manoj Mishra

Pattern Analysis and ApplicationsVol. 28, No. 82, -DOI

2025

Content-based Medical Image Retrieval with Dimensionality Reduction (Under Review)

Mona Singh, Suneel Kumar, Manoj Kumar Singh,

Evolutionary Intelligence-

2024

Content Based Diabetics Retinopathy and Gastrointestinal Image Retrieval Using Deep Learning Features and SVM Predicated Query Class (Under Revision)

Mona Singh, Suneel Kumar, Manoj Kumar Singh

Computers In Biology and Medcine-, -DOI

2024

Hybrid Thresholding for Image Deconvolution in Expectation Maximization framework

Ravi Pratap Singh and Manoj Kumar Singh

The Imaging Science Journalpp. 1- 18DOI

2024

Image deconvolution using hybrid threshold based on modified L1-clipped penalty in EM framework

Ravi Pratap Singh and Manoj Kumar Singh

SIGNAL PROCESSINGVolume 227DOI

2024

Semantic Segmentation Based Image Signature Generation for CBIR

Suneel Kumar, Mona Singh, Ruchilekha, Manoj Kumar Singh

Lecture Notes in Computer Science14532, 319-329DOI

2024

An efficient hybrid threshold for image deconvolution in expectation maximization framework (Accepted)

Ravi Pratap Singh and Manoj Kumar Singh

Circuits, Systems, and Signal ProcessingVol. 44, 1938-1982DOI

2023

GenEmo-Net: Generalizable Emotion Recognition using Brain Functional Connections Based Neural Network

Varad Srivastava, Ruchilekha, and Manoj Kumar Singh

ntelligent Human Computer Interaction. IHCI 2023. Lecture Notes in Computer Science14531DOI

2023

HUCMD: Hindi Utterance Corpus for Mental Disorders.

Shaurya Prakash, Manoj Kumar Singh, Uma Shanker Tiwary, and Mona Srivastava

Intelligent Human Computer Interaction. IHCI 2023. Lecture Notes in Computer Science14531DOI

2023

Multiview Human Activity Recognition Using Uniform Rotation Invariant Local Binary Patterns

Swati Nigam, Rajiv Singh, Manoj Kumar Singh,Vivek Kumar Singh

Journal of Ambient Intelligence and Humanized Computingvol. 14, pp. 4707–4725DOI

2023

Risk Minimization Approach for Image Restoration Using L2 Penalty in EM Framework

Ravi Pratap Singh and Manoj Kumar Singh

IEEE Proceeding of the 6th International Conference on Information Systems and Computer Networks (ISCON)pp. 1-4DOI

2023

Efficient Deep Feature Based Semantic Image Retrieval

Suneel Kumar, Manoj Kumar Singh, Manoj Mishra

Neural Process Lettvol. 55, pp. 2225–2248DOI

2023

An Efficient Content –Based Video Retrieval Method in Fusion Framework (Submitted)

Suneel Kumar, Mona Singh, Manoj Kumar Singh

International Journal of Information Management-, -DOI

2023

A deep learning approach for subject-dependent & subject-independent emotion recognition using brain signals with dimensional emotion model

Ruchilekha, Manoj Kumar Singh, Mona Singh

Biomedical Signal Processing and Control84, pp. 1 - 24DOI

2023

Emotion Recognition Using Phase-Locking-Value Based Functional Brain Connections Within-Hemisphere and Cross-Hemisphere

Ruchilekha, Varad Srivastava, and Manoj Kumar Singh

Intelligent Human Computer Interaction. IHCI 2023. Lecture Notes in Computer Science14531DOI

2023

Micro Expression Recognition Using Convolution Patch in Vision Transformer

S. Indolia, S. Nigam, R. Singh, V. K. Singh and M. K. Singh

IEEE AccessVol. 11, pp. 100495 - 100507DOI

2022

A Comparative Study of Feature Extraction Techniques and Similarity Measures for Image Retrieval

M. Singh, S. Kumar, Ruchilekha and M. K. Singh

2022 International Conference on Futuristic Technologies (INCOFT), Belgaum, India, 2022pp. 1-7DOI

2022

Multiple Views Based Recognition of Human Activities using Uniform Patterns

Swati Nigam, Rajiv Singh, Manoj Kumar Singh, Vivek Kumar Singh

2021 Sixth International Conference on Image Information Processing (ICIIP), Shimla, India, 2021pp. 483-488DOI

2022

Improve Content-based Image Retrieval using Deep learning model

Suneel Kumar, Manoj Kumar Singh and Manoj Kumar Mishra

Journal of Physics: Conference Series, Volume 2327, 4th International Conference on Intelligent Circuits and Systems2327, pp. 012028DOI

2019

Speech Enhancement using Adaptive Mean Median Deviation and EMD Technique

Dubey S., A. K. Singh and M. K. Singh

2019 IEEE International Conference on Signals and Systems (ICSigSys), Bandung, Indonesia, July 16-18, 2019pp. 34-39DOI

2018

Genetic Algorithm for Solving Multiple Travelling Salesmen Problem using a New Crossover and Population Generation

Dharmraj Singh, Manoj Kumar Singh, Tarkeshwar Singh, Rajkishore Prasad

Computacion Sistemasvol. 22, no. 2, pp. 491-503

2018

Genetic Algorithm for Solving Multiple Travelling Salesmen Problem using a New Crossover and Population Generation

Dharmraj Singh, Manoj Kumar Singh, Tarkeshwar Singh, Rajkishore Prasad

Computacion SistemasVol. 2, No. 2, pp. 491 - 503DOI

2017

Hybrid semi-blind image watermarking in redundant wavelet domain

Siddharth Singh, Vivek Singh Rathore, Rajiv Singh, Manoj Kumar Singh

Multimedia Tools and Applications, Multimed Tools Applvol. 76, pp. 19113–19137DOI

2017

Hybrid semi-blind image watermarking in redundant wavelet domain

Siddharth Singh, Vivek Singh Rathore, Rajiv Singh, Manoj Kumar Singh

Multimedia Tools and ApplicationsVol. 76, pp. 19113–19137DOI

2017

Multiple Traveling Salesman Problem using novel Crossover and Group Theory

Dharm Raj Singh, Manoj Kumar Singh, Tarkeshwar Singh

2017 International Conference on Computing, Communication and Automation (ICCCA), Greater Noida, India, 2017pp. 368-372DOI

2016

Scientometric Analysis of Research in Recommender Systems

Pranav Waila, Vivek Kumar Singh, Manoj Kumar Singh

Journal of Scientometric Researchvol. 5, No. 1, pp. 71-84DOI

2015

Comparative study on machine learning techniques in predicting the QoS-values for web-services recommendations

Sunil Kumar, Manish Kumar Pandey, Abhigyan Nath, Karthikeyan Subbiah, Manoj Kumar Singh

nternational Conference on Computing, Communication & Automation, Greater Noida, India, 2015pp. 161-167DOI

2015

System modeling and signal processing of microwave Doppler radar for cardiopulmonary sensing

Manoj Kumar Singh, Akhilesh Gupta, Salony Permanand, Umesh Singh, O.P. Singh, Yong Hoon Kim, Ashish Kumar Singh

2015 International Conference on Signal Processing and Communication (ICSC), Noida, India, 2015pp. 227-232DOI

2015

A hybrid heuristic algorithm for the Euclidean traveling salesman problem

Dharm Raj Singh, Manoj Kumar Singh, Tarkeshwar Singh

International Conference on Computing, Communication & Automation, Greater Noida, India, 2015pp. 773-778DOI

2013

Characteristic analysis of aspheric quasi-optical lens antenna in millimeter-wave radiometer imaging system

Won-Gyum Kim, Nam-Won Moon, Manoj Kumar Singh, Hwang-Kyeom Kim and Yong-Hoon Kim

Applied Opticsvol. 52, No. 6, pp. 1122 -1131DOI

2013

Multiresolution technique to handwritten English character recognition using learning rule and Euclidean distance metric

D. K. Patel, T. Som and M. K. Singh

2013 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICSC), Noida, India, 2013pp. 207-212DOI

2013

Blog text analysis using topic modeling, named entity recognition and sentiment classifier combine

P. Waila, V. K. Singh and M. K. Singh

2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Mysore, India, 2013pp. 1166-1171DOI

2012

Handwritten Character Recognition Using Multiresolution Technique and Euclidean Distance Metric

D.K. Patel, T. Som, M.K. Singh

Journal of Signal and Information Processing3DOI

2012

Evaluating Hard and soft Flat-Clustering Algorithms for Text Documents

Vivek Kumar Singh, Tanveer J. Siddiqui, Manoj Kumar Singh

Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), Prague, Czech Republic, August, 2011. Advances in Intelligent Systems and Computing179DOI

2012

Improving the Recognition of Handwritten Characters using Neural Network through Multi resolution Technique and Euclidean Distance Metric

D.K. Patel, T. Som, M.K. Singh

International Journal of Advanced Research in Computer Science45, 38-50DOI

2012

Evaluating Machine Learning and Unsupervised Semantic Orientation approaches for sentiment analysis of textual reviews

P. Waila, Marisha, V. K. Singh and M. K. Singh

2012 IEEE International Conference on Computational Intelligence and Computing Research, Coimbatore, India, 2012pp. 1-6DOI

2010

Optical performance analysis using a point spread function and modulation transfer function for W-band PMMW imaging system based on quasi optics focused array of dielectric rod waveguide antenna

Manoj Kumar Singh, Won-Gyum Kim, Uma Shanker Tiwary, Seok-Jae Lee, Dong-Rae Cho, Yong-Hoon Kim

Progress in Electromagnetic Research Bvol. 23, pp. 273 – 291DOI

2010

Passive range measurement and discrepancy effects of distance for stereo scanning W-band radiometer

N. -W. Moon, M. K. Singh and Y. -H. Kim

2010 11th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment, Washington, DC, USA, 2010pp. 217-220DOI

2010

Optical performance analysis using a point spread function and modulation transfer function for W-band PMMW imaging system based on quasi optics focused array of dielectric rod waveguide antenna

Manoj Kumar Singh, Won-Gyum Kim, Uma Shanker Tiwary, Seok-Jae Lee, Dong-Rae Cho, Yong-Hoon Kim

Progress in Electromagnetic Research Bvol. 23, pp. 273 – 291DOI

2009

Adaptive Acceleration of MAP with Entropy Prior and Flux Conservation for Image Deblurring

Manoj Kumar Singh, U.S. Tiwary, Yong-Hoon Kim, Rajkishore Prasad, Tanveer Siddique

Proceeding on Intelligent Human Computer Interaction212-220DOI

2008

An Adaptively Accelerated Bayesian Deblurring Method with Entropy Prior

Manoj Kumar Singh, U.S. Tiwary, Yong-Hoon Kim

EURASIP Journal on Advances in Signal Processing674038 (2008), pp. 1-13DOI

2008

An Adaptively Accelerated Lucy-Richardson Method for Image Deblurring

Manoj Kumar Singh, Uma Shanker Tiwary, and Yong-Hoon Kim

EURASIP Journal on Advances in Signal Processing365021 (2017), pp. 1-11DOI

2007

Passive Millimeter-Wave Image Deblurring Using Adaptively Accelerated Maximum Entropy Method

Manoj Kumar Singh, Sung-Hyun Kim, Yong-Hoon Kim, U.S. Tiwary

Proceedings of the KSRS Conference. The Korean Society of Remote Sensing, 2007pp. 414 – 417

Mentorship

Research Supervision

Scholars and research students guided by the faculty member.

Ph.D.2014

Some Studies On Handwritten Character Recognition Problems.

Scholar: Dileep Kumar Patel · Institute of Technology, Banaras Hindu University

Ph.D.2016

Computational Framework and Algorithmic Solutions To Matchmaking Problems

Scholar: Pranav Wallia · Banaras Hindu University

Ph.D.2017

Solution of Some Graph Based Problem Using Heuristic

Scholar: Dharam Raj Singh · Banaras Hindu University

Ph.D.2019

Machine Learning Techniques To Enhance The Performance of Cloud Based Applications

Scholar: Suneel Kumar · Banaras Hindu University

Ph.D.2024

Emotion Recognition Using Brain Signal in Affective Computing Framework

Scholar: Ruchilekha · Banaras Hindu University

Ph.D.2024

Modeling and Analysis of Optical Imaging System and Inverse Problem Approach for Image Restoration

Scholar: Ravi Pratap Singh · Banaras Hindu University

Ph.D. (Will be Submitted in August 2024 )2024

Content-Based Visual Information Retrieval using Deep Architecture and Fusion Framework

Scholar: Suneel Kumar · Banaras Hindu University

Ph.D. (On Going)2024

Content Based Medical Image Retrieval

Scholar: Mona Singh

Ph.D. (On Going)

Natural Language Processing

Scholar: Mr. Shaurya Prakash

Teaching & Learning

Courses Taught

Courses and academic offerings associated with this faculty profile.

CS-108

Professional Memberships

Memberships in academic associations, professional societies and advisory councils.

Member IEEE Signal Processing Society (80655670)

Institute of Electricals and Electronics

Since 2006

Associate Editor

of South East Asian Journal of Mathematics and Mathematical Sciences

Since 2017

Associate Editor

Journal of Ramanujan Society of Mathematics and Mathematical Sciences

Since 2017

Recognition

Honours & Awards

Academic honours, distinctions, prizes and recognitions received by the faculty member.

No honours or awards are currently listed.

Milestones

Achievements

Notable academic, professional, research and institutional achievements.

No achievements are currently listed.

Banaras Hindu University

Connect with Manoj Kumar Singh

For academic collaboration, teaching enquiries, research discussions or professional communication.

Email Faculty

Manoj Kumar Singh

About the Faculty

Work Experience

Associate Professor

Assistant Professor

Post-Doctoral Fellow

Assistant Professor

Course Coordinator

Corse Coordinator

Sponsored Projects & Grants

AI Based Predictive Analytics of Visitors to Public Places and Its Application for Better People Management

Skill Development of Youth in Digital Technologies in Tier -II & Tier-III cities in Uttar Pradesh and Uttrakhand

Compressive Sensing and Applications

System Modeling and Signal Processing for Cardiopulmonary Sensing Using Microwave Sensor

Selected Publications

DFFnet: Delay Feature Fusion Network for Efficient Content-Based Image Retrieval(revised manuscript under review))

Content-based Medical Image Retrieval with Dimensionality Reduction (Under Review)

Content Based Diabetics Retinopathy and Gastrointestinal Image Retrieval Using Deep Learning Features and SVM Predicated Query Class (Under Revision)

Hybrid Thresholding for Image Deconvolution in Expectation Maximization framework

Image deconvolution using hybrid threshold based on modified L1-clipped penalty in EM framework

Semantic Segmentation Based Image Signature Generation for CBIR

An efficient hybrid threshold for image deconvolution in expectation maximization framework (Accepted)

GenEmo-Net: Generalizable Emotion Recognition using Brain Functional Connections Based Neural Network

HUCMD: Hindi Utterance Corpus for Mental Disorders.

Multiview Human Activity Recognition Using Uniform Rotation Invariant Local Binary Patterns

Risk Minimization Approach for Image Restoration Using L2 Penalty in EM Framework

Efficient Deep Feature Based Semantic Image Retrieval

An Efficient Content –Based Video Retrieval Method in Fusion Framework (Submitted)

A deep learning approach for subject-dependent & subject-independent emotion recognition using brain signals with dimensional emotion model

Emotion Recognition Using Phase-Locking-Value Based Functional Brain Connections Within-Hemisphere and Cross-Hemisphere

Micro Expression Recognition Using Convolution Patch in Vision Transformer

A Comparative Study of Feature Extraction Techniques and Similarity Measures for Image Retrieval

Multiple Views Based Recognition of Human Activities using Uniform Patterns

Improve Content-based Image Retrieval using Deep learning model

Speech Enhancement using Adaptive Mean Median Deviation and EMD Technique

Genetic Algorithm for Solving Multiple Travelling Salesmen Problem using a New Crossover and Population Generation

Genetic Algorithm for Solving Multiple Travelling Salesmen Problem using a New Crossover and Population Generation

Hybrid semi-blind image watermarking in redundant wavelet domain

Hybrid semi-blind image watermarking in redundant wavelet domain

Multiple Traveling Salesman Problem using novel Crossover and Group Theory

Scientometric Analysis of Research in Recommender Systems

Comparative study on machine learning techniques in predicting the QoS-values for web-services recommendations

System modeling and signal processing of microwave Doppler radar for cardiopulmonary sensing

A hybrid heuristic algorithm for the Euclidean traveling salesman problem

Characteristic analysis of aspheric quasi-optical lens antenna in millimeter-wave radiometer imaging system

Multiresolution technique to handwritten English character recognition using learning rule and Euclidean distance metric

Blog text analysis using topic modeling, named entity recognition and sentiment classifier combine

Handwritten Character Recognition Using Multiresolution Technique and Euclidean Distance Metric

Evaluating Hard and soft Flat-Clustering Algorithms for Text Documents

Improving the Recognition of Handwritten Characters using Neural Network through Multi resolution Technique and Euclidean Distance Metric

Evaluating Machine Learning and Unsupervised Semantic Orientation approaches for sentiment analysis of textual reviews

Optical performance analysis using a point spread function and modulation transfer function for W-band PMMW imaging system based on quasi optics focused array of dielectric rod waveguide antenna

Passive range measurement and discrepancy effects of distance for stereo scanning W-band radiometer

Optical performance analysis using a point spread function and modulation transfer function for W-band PMMW imaging system based on quasi optics focused array of dielectric rod waveguide antenna

Adaptive Acceleration of MAP with Entropy Prior and Flux Conservation for Image Deblurring

An Adaptively Accelerated Bayesian Deblurring Method with Entropy Prior

An Adaptively Accelerated Lucy-Richardson Method for Image Deblurring

Passive Millimeter-Wave Image Deblurring Using Adaptively Accelerated Maximum Entropy Method

Research Supervision

Some Studies On Handwritten Character Recognition Problems.

Computational Framework and Algorithmic Solutions To Matchmaking Problems

Solution of Some Graph Based Problem Using Heuristic

Machine Learning Techniques To Enhance The Performance of Cloud Based Applications

Emotion Recognition Using Brain Signal in Affective Computing Framework

Modeling and Analysis of Optical Imaging System and Inverse Problem Approach for Image Restoration

Content-Based Visual Information Retrieval using Deep Architecture and Fusion Framework

Content Based Medical Image Retrieval

Natural Language Processing

Courses Taught

Data Structures and Algorithm

Image Processing

Fundamentals of Computing

Image Processing

Fundamentals of Computing

Professional Memberships

Member IEEE Signal Processing Society (80655670)

Associate Editor

Associate Editor

Honours & Awards

Achievements