International Journal articles

Title: Convolutional Neural Network: A Review of Models, Methodologies and Applications to Object Detection
Author(s): Anamika Dhillon, Gyanendra K. Verma
Source: Progress in Artificial Intelligence, Springer, 9 (2), 85-112 (2020).
https://doi.org/10.1007/s13748-019-00203-0

Title: Emotion Recognition in Valence-Arousal Space from Multi-channel EEG data and Wavelet based Deep Learning Framework
Author(s): D Garg, GK Verma
Source: Procedia Computer Science 171, 857-867 , 2020
https://doi.org/10.1016/j.procs.2020.04.093

Title: A multimodal fusion based framework to reinforce IDS for securing Big Data environment using Spark
Author(s): Gita Donkal, Gyanendra K. Verma
Source: Journal of Information Security and Applications, Elsevier, [Scopus] Vol. 43, December 2018, Pages 1-11 ,
DOI: https://doi.org/10.1016/j.jisa.2018.10.001

Title: Wild Animal Detection from Highly Cluttered Images using a Deep Convolutional Neural Network
Author(s): Gyanendra K. Verma, Pragya Gupta
Source: International Journal of Computational Intelligence and Applications (IJCIA), World scientific [Scopus] 17(1):1850021
DOI:https://doi.org/10.1142/S1469026818500219

Title: Affect representation and recognition in 3D continuous valence–arousal–dominance space
Author(s): G K Verma, U S Tiwary
Source: Multimedia Tools and Applications, Springer [SCI, IF: 2.313] Volume: - Issue: - Pages: 1-25 Published Online: Jan, 2016
DOI: https://doi.org/10.1007/s11042-015-3119-y

Title: Spontaneous Affect Recognition from Audio-visual cues using Multiresolution Analysis
Author(s): Gyanendra Verma, Uma Shankar Tiwary
Source: International Journal of Computational Vision and Robotics, Inderscience Volume: - Issue: - Pages: 1-22

Title: Texture vs. multiresolution analysis of facial expressions: application to emotion recognition
Author(s): Himanshu Buckchash; Gyanendra K. Verma
Source: International journal of Applied Pattern Recognition, Inderscience Volume: 2 Issue: 1 Pages: 46 Published: 2015
DOI: https://doi.org/10.1504/IJAPR.2015.068931

Title: Human computer interaction using hand gesture
Author(s): RP Sharma, GK Verma
Source: Procedia Computer Science, Elsevier 54, 721-727, 2015
https://doi.org/10.1016/j.procs.2015.06.085

Title: A computer vision based framework for visual gun detection using harris interest point detector
Author(s): RK Tiwari, GK Verma
Source: Procedia Computer Science, Elsevier 54, 703-712, 2015
https://doi.org/10.1016/j.procs.2015.06.083

Title: Multimodal fusion framework: A multiresolution approach for emotion classification and recognition from physiological signals
Author(s): Verma, G.K.; Tiwary, U.S.
Source: NeuroImage, Elsevier [SCI, IF: 5.902] Volume: 102 Issue: P1 Pages: 162-172 Published: 2014
DOI: https://doi.org/10.1016/j.neuroimage.2013.11.007

Title: Basic handwritten character recognition from multi-lingual image dataset using multi-resolution and multi-directional transform
Author(s): Prasad, S.; Verma, G.K.; Singh, B.K.
Source: International Journal of Wavelets, Multiresolution and Information Processing, World Scientific [SCI, IF: 0.61] Volume: 10 Issue: 5 Published: 2012
DOI: https://doi.org/10.1142/S0219691312500464

Title: A Digital Security System with Door Lock System Using {RFID} Technology
Author(s): Gyanendra K Verma; Pawan Tripathi
Source: International Journal of Computer Applications Volume: 5 Issue: 11 Pages: 6--8 Published: 2010
DOI: https://doi.org/10.5120/957-1334

International Books

Gyanendra K. Verma, "Multimodal Affective Computing: Affective Information Representation, Modelling and Analysis", Bentham Science (In-Press)

Data Science: Theory, Algorithms, and Applications
Transactions on Computer Systems and Networks, Springer, 2021
Editors: Verma, G. K., Soni, B., Bourennane, S., Ramos, A. DOI https://doi.org/10.1007/978-981-16-1681-5

Machine Learning, Image Processing, Network Security and Data Sciences
Second International Conference, MIND 2020, Silchar, India, July 30 - 31, 2020, Proceedings, Part I, Springer CCIS
Editors: Bhattacharjee, A., Borgohain, S.K., Soni, B., Verma, G. K., Gao, X.-Z. DOI https://doi.org/10.1007/978-981-15-6315-7

Machine Learning, Image Processing, Network Security and Data Sciences
Second International Conference, MIND 2020, Silchar, India, July 30 - 31, 2020, Proceedings, Part II, Springer CCIS
Editors: Bhattacharjee, A., Borgohain, S.K., Soni, B., Verma, G.K., Gao, X.-Z. DOI https://doi.org/10.1007/978-981-15-6318-8

Gyanendra K. Verma, Rajesh Doriya, “Deep Learning: Theory, Architectures and Applications in Speech, Image and Language Processing”, Bentham Science Publishers Ltd. (In-press)



International Book Chapters

Title: Facial emotion recognition in curvelet domain Author(s): Verma, G.K.; Singh, B.K.
Source: Communications in Computer and Information Science Volume: 157 CCIS Pages: 554-559 Published: 2011
DOI: https://doi.org/10.1007/978-3-642-22786-8_70

Title: Facial emotion recognition using different multi-resolution transforms Author(s): Verma, G.K.; Tiwary, U.S.; Rai, M.K.
Source: Communications in Computer and Information Science Volume: 192 CCIS Issue: PART 3 Pages: 469-477 Published: 2011
DOI: https://doi.org/10.1007/978-3-642-22720-2_49 /

Title: Handwritten Hindi character recognition using curvelet transform Author(s): Verma, G.K.; Prasad, S.; Kumar, P.
Source: Communications in Computer and Information Science Volume: 139 CCIS Pages: 224-227 Published: 2011
DOI: https://doi.org/10.1007/978-3-642-19403-0_37

Title: Multi-algorithm fusion for speech emotion recognition Author(s): Verma, G.K.; Tiwary, U.S.; Agrawal, S.
Source: Communications in Computer and Information Science Volume: 192 CCIS Issue: PART 3 Pages: 452-459 Published: 2011
DOI: https://doi.org/10.1007/978-3-642-22720-2_47

Title: Multi-feature fusion for closed set text independent speaker identification
Author(s): Verma, G.K.
Source: Communications in Computer and Information Science Volume: 141 CCIS Pages: 170-179 Published: 2011
DOI: https://doi.org/10.1007/978-3-642-19423-8_18



International Conference papers

Title: Image Compression Using Deep Learning Based Multi-structure Feature Map and K-Means Clustering
Author(s): G Verma, A Kumar
Conference: International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, 30-31 July 2020, NIT Silchar, India

Title: Deep Belief Network Based Affect Recognition from Physiological Signals
Author(s): Piyush Kawde, G.K. Verma,
Conference: IEEE UPCON-2017, 26-28 Oct., 2017, pp. 587-592, GLA University, India Year: 2017
DOI: https://doi.org/10.1109/UPCON.2017.8251115

Title: Animal Detection using Discriminative Feature-oriented Dictionary Learning
Author(s): Pragya Gupta, G.K. Verma,
Conference: IEEE Int. Conf. on Computing Communication and Automation, 5-6 May, 2017, Galgotias University, Greater Noida, India Year: 2017
DOI: https://doi.org/10.1109/CCAA.2017.8229781

Title: Cervical Cancer Detection from MR Images based on multiresolution wavelet analysis
Author(s): Shipra Roy, R.P Chauhan, G.K. Verma,
Conference: 11th International Conference on Industrial and Information Systems (ICIIS 2016), 3-4 December 2016, Indian Institute of Technology, Roorkee , Uttarakhand, India

Title: Multi-level 3D Wavelet Analysis: Application to Brain Tumor Classification
Author(s): Dolly Kharbanda, G. K. Verma,
Conference: International Conference on Micro-Electronics and Telecommunication Engineering, 22 - 23rd September, 2016. DOI:

Title: Multi-algorithms based visual surveillance system for human detection
Author(s): Garg, R; Verma, G. K.
Conference: IEEE Int. Conf. on Computing Communication and Automation, 29-30 April, Galgotias University, Greater Noida, India Year: 2016, Pages: 1155 - 1160, DOI: https://doi.org/10.1109/CCAA.2016.7813891

Title: A computer vision based framework for visual gun detection using SURF
Author(s): Rohit Kumar Tiwari; Gyanendra K. Verma
Conference: 2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO-2015) Year: 2015 DOI: https://doi.org/10.1109/eesco.2015.7253863

Title: Emotion recognition based on texture analysis of facial expression Author(s): Verma, G.K.; Singh, B.K.
Conference: ICIIP 2011 - Proceedings: 2011 International Conference on Image Information Processing Year: 2011
DOI: https://doi.org/10.1109/ICIIP.2011.6108902

Title: Relative amplitude based features for emotion detection from speech Author(s): Kudiri, K.M.; Verma, G.K.; Gohel, B.
Conference: Proceedings of the 2010 International Conference on Signal and Image Processing, ICSIP 2010 Pages: 301-304 Year: 2010
DOI: https://doi.org/10.1109/ICSIP.2010.5697487

Title: Text independent speaker identification using wavelet transform Author(s): Verma, G.K.; U S Tiwary,
Conference: 2010 International Conference on Computer and Communication Technology, ICCCT-2010 Pages: 130-134 Year: 2010
DOI: https://doi.org/10.1109/ICCCT.2010.5640426

Title: Histopathological Classification of Brain Tumor Images Using Feature- Oriented Dictionaries [In press]
Author(s): Dolly Kharbanda; Verma, G.K.
Conference: Int. Conf. on recent trends in engineering and material sciences (ICEMS-2016) March 17-19, Jaipur National University, Jaipur, India, Year: 2016

Title: A Computer Vision based Framework for Visual Gun Detection Using Harris Interest Point Detector
Author(s): Tiwari, R.K.; Verma, G.K.
Conference: Procedia Computer Science Volume: 54 Pages: 703-712 Year: 2015
DOI: https://doi.org/10.1016/j.procs.2015.06.083

Title: Human Computer Interaction using Hand Gesture
Author(s): Sharma, R.P.; Verma, G.K.
Conference: Procedia Computer Science Volume: 54 Pages: 721-727 Year: 2015
DOI: https://doi.org/10.1016/j.procs.2015.06.085

Title: Robust face recognition using curvelet transform
Author(s): Verma, G.K.; Prasad, S.; Bakul, G.
Conference: ACM International Conference Proceeding Series Pages: 239-242 Year: 2011
DOI: https://doi.org/10.1145/1947940.1947991

Title: A vision based approach for human detection at night-time
Author(s): Verma, G.K.; Garg, R.
Conference: International Conference on Communication & Computing Systems ICCCS-2016, Sep 9-11, 2016
DOI: https://doi.org/10.1201/9781315364094-194

Title: MatConvNet based Fast Method for Cervical MR Images Classification
Author(s): G. K. Verma, J. S. Lather, Ankur kaushal
Source: ICCI-2017, International Conference on Computational Intelligence: Theories, Applications and Future Directions December 6th - 8th, 2017, Indian Institute of Technology Kanpur, India DOI:

Title: Wild Animal Detection using Deep Convolutional Neural Network

Author(s): Verma, G.K.; Gupta Pragya
Source: Second International Conference on Computer Vision & Image Processing (CVIP-2017, September 10-12, 2017) IIT Roorkee DOI:

Title: Prostate Cancer Detection using Multiresolution Wavelet Analysis

Author(s): Vaibhav Khanna, R.P Chauhan, G.K Verma
Source: 1st Optical and Wireless Technology Conference (OWT-2017), 18-19 March 2017, Department Of Electronics and Communication Engineering, Malaviya National Institute of Technology, Jaipur India. DOI:

Title: Histopathological Classification of Brain Tumor Images Using Feature- Oriented Dictionaries
Author(s): Dolly Kharbanda; Verma, G.K.
Conference: Int. Conf. on recent trends in engineering and material sciences (ICEMS-2016) March 17-19, Jaipur National University, Jaipur, India, Year: 2016

Title: Facial Micro-expression Recognition using Discrete Curvelet Transform
Author(s): G.K. Verma (sole author)
Conference: Int. Conference on Information and Communication Technology (CICT-2017) 3-5 November 2017, ABV IIITM Gwalior, India. DOI:

Title: Multimodal Affect Recognition in V-A-D Space using Deep Learning
Author(s): Piyush Kawde and Gyanendra K. Verma
Conference: International Conference on Smart technologies for Smart Nation (SmartTechCon2017), 17-19 August 2017, REVA University, Bengaluru, India. DOI:

Title: Random Forests and NSGA-II based NIDS to Secure Big Data Environment using Spark
Authors(s): Gita Donkal and Gyanendra K. Verma,
Conference: International Conference on Recent Trends on Computational Engineering & Technologies (ICRTCET), IEEE, Accepted and Presented, May 17-18, 2018.

Title: Securing Big Data Ecosystem with NSGA-II and Gradient Boosted Trees based NIDS using Spark
Authors(s): Gita Donkal and Gyanendra K. Verma
Conference: International Conference on Intelligent Computing and Control Systems, (ICTIS), IEEE, Accepted and Presented, June 14-15, 2018.

Brief Bio

Gyanendra K. Verma is currently Assistant Professor at Department of Information Technology, National Institute of Technology Raipur, India. He has completed his B. Tech. in 2006 from Harcourt Batlar Technical University (formerly HBTI) Kanpur, India and M. Tech. & Ph.D. from Indian Institute of Information Technology (IIITA) Allahabad, India in 2009 and 2016, respectively. His all professional degrees (B.Tech, M.Tech & Ph.D.) are in Information Technology. He has teaching and research experience of more than 8 years in the area of Computer Science and Information Technology with special interest in Image Processing, Speech and Language Processing, Human Computer Interaction. He has collaborated actively with researchers in several other disciplines of computer science, particularly on Medical Imaging problems at the SILP laboratory, IIIT Allahabad. He has served on roughly thirty conference and workshop program committees and served as the Organizing Chair for MIND 2019. His research work on the application of Wavelet Transform in Medical Imaging and Computer Vision problems has been cited extensively. He is the member of various professional bodies like IEEE, ACM, IAENG & IACSIT.

Education

• Ph.D. (Information Technology) -2016, Department of Information Technology, Indian Institute of Information Technology Allahabad, India.

Thesis Title: Multimodal Fusion Framework using Multiresolution Analysis for Emotion Recognition and Prediction

Supervisor: Prof. (Dr.) Uma Shanker Tiwari

• M. Tech. (Information Technology) - 2009, Department of Information Technology, Indian Institute of Information Technology Allahabad, Allahabad, India. (First Div.)

Thesis Title: Speaker Identification System using Wavelet Transform

Supervisor: Prof. (Dr.) Uma Shanker Tiwari

• B. Tech. (Information Technology) - 2006, Harcourt Butlar Technical University (formerly H. B. T. I.) Kanpur, Uttar Pradesh, India ( First Div.)

Research Interests

• Affective Computing

• Image Processing and Computer Vision

• Medical Imaging

• Natural Language Processing

• Biometrics

• Speech Processing

• Human Computer Interaction

Awards, Honors and Professional Recognition

• Elevated to senior grade member of IEEE, Dec. 2020

• Awarded as Outstanding Mentor in National Level Project Competition (PROWAR-2016) on 30th April 2016 organized by School of Computing Science and Engineering, Galgotias University, Greater Noida, India

• Achieved 3rd Rank in Uttar Pradesh State Engineering Admission Test (UPSEAT- 2003)

• GATE-2007 qualified

• MHRD scholarship/fellowship holder during M. Tech. and Ph.D.

• Editorial advisory board member – Handbook of Research on Political Activism in the Information Age, IGI Global, 2014

• Editorial advisory board member – Political Campaigning in the Information Age,IGI Global, 2014

• Editorial advisory board member – Gamification for Human Factors Integration: Social, Education, and Psychological Issues, IGI Global, 2014

• Editorial advisory board member – Transforming Politics and Policy in the Digital Age, IGI Global, 2014

Expert Talk / Visit

• Chaired two technical sessions in CocoNet 2019 (An International Conference sponsored by ACM) from 18 - 21 Dec. 2019 at the Indian Institute of Information Technology and Management Trivandrum, Kerala.

1. CoCoNet-S2: Sixth Symposium on Computer Vision and the Internet (VisionNet'19)

2. CoCoNet-S10: Main Track - Computer Vision, Image Processing, Machine Learning and Pattern Recognition (Regular Papers)

• NBA visit to Government Engineering College Bikaner under TEQIP-III tuning program during 6-8 Sept. 2019

• Delivered expert talk in two days TEQIP-III sponsored workshop on "Outcome base accreditation for Undergraduate Engineering programs" on 16-17th March 2018 at Government Engineering College Bikaner, India

• Delivered expert lecture on "Deep Convolutional Neural Network" a TEQIP-III Sponsored STTP on "Computational Intelligence & Cloud Computing (CICC-2017)" 26th - 30th December 2017 in Department of Information Technology, National Institute of Technology Raipur.

• Delivered expert talk on "Deep Learning: Theory and Applications" One Week STTP on "Soft Computing Techniques & Robotics" 4th - 8th September, 2017 in Department of Information Technology, National Institute of Technology Raipur.

• Delivered expert talk "Multi-resolution Analysis of Signals" Summer School on Image Processing, 8-12 June 2015 Department of Computer Engg. NIT Kurukshetra

• Delivered expert talk "Affective Computing: HCI Perspective" Winter School on Computational Intelligence in Pattern Recognition, 12 -17th Dec. 2016 Department of Computer Engg., NIT Kurukshetra

Administrative Responsibilities

• Warden Hostel-9 NIT Kurukshetra (From 1 July 2019 to 30 July 2021)

• Center Superintendent (End Semester Examination, Apr/May 2018)

• Warden, Hostel -8, NIT Kurukshetra (from 22 July 2014 to 28 July 2016)

• Deputy Center Superintendent (End Semester Examination, 2013-2014)

Academic Responsibilities

• Member, Accreditation committee for accreditation of UG/PG course of the department

• Coordinator, B. Tech (CO) Dissertation/Project

• Member, Departmental Purchase Committee (DPC)

• Member, M. Tech Dissertation/Project

• Member, committee for processing PhD applications

• Member, Input to the DAC for reviewing B. Tech CO and IT (curriculum, syllabi and scheme) committee

• Member, Input to the DAC for reviewing M. Tech (curriculum, syllabi and scheme) committee

• Member, Committee for proposing new M. Tech program in Network/Cyber Security

• Member, Accreditation Committee (NBA)

Technical Program Committee (Last 5 Years)

• Program Chair, MIND-2020, Second International Conference on Machine Learning, Image Processing, Network Security and Data Science held during July 30-31, 2020 at NIT Silchar, Assam, India

• Organizing Chair, MIND-2019, First International Conference on Machine Learning, Image Processing, Network Security and Data Science held during March 3-4, 2019 at NIT Kurukshetra

• CICT-2017, International Conference on Information and Communication Technology (CICT), 3-5 Nov.,2017, ABV-IIITM Gwalior

• ICCCS-2017, INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, CYBER SECURITY & SMART GRID, 20-21 April, 2017

• ICACCI-2017, International Conference on Advances in Computing, Communications and Informatics (ICACCI), 13-16 Sep. 17

• ICCAN-2017, International Conference on Computing Analytics and Networking (ICCAN - 2017), 15-16 Dec. 2017, KIIT University

• LAMDA-2017 First International Conference on Latest Advances in Machine learning and Data Science [LAMDA - 2017], NIT Goa

• IEEE CGVIS-2017, IEEE Second International Conference on Computer Graphics, Vision and Information Security (IEEE CGVIS - 2017)

• EDCAV-2015, International Conference on Electronic Design, Computer Networks & Automated Verification (EDCAV 2015)

• ICCCT-2014, International Conference on Computing and Communication Technologies (ICCCT-2014)

• ICACCI-2013, Second International Conference on Advances in Computing, Communications and Informatics (ICACCI-2013)

• SRS-2013, Second Student Research Symposium (SRS-2013)

Professional Memberships

• IEEE Membership Senior Grade

• IEEE Young Professionals

• Multimedia Computing, IEEE Computer Society Technical Committee on

• ACM Membership

• IEEE Computational Intelligence Society Membership

• Member of International Association of Computer Science and Information Technology – IACSIT (Singapore)

• Member of International Association of Engineers (IAENG)