Publications

International Journal Articles/ Books/ Book Chapters/ Conference Papers 

[updated on 13th Dec. 2024]

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International Journal articles

1. Title: Leveraging Quantum Computing for Synthetic Image Generation and Recognition with Generative Adversarial Networks and Convolutional Neural Networks

Author(s): Roopa Golchha and Gyanendra Kumar Verma

Source: International Journal of Information Technology, Springer 2024, 9th April [Scopus] DOI: https://doi.org/10.1007/s41870-024-01835-9

2. Title: EEG-based Emotion Recognition using MobileNet Recurrent Neural Network with Time-Frequency Features

Author(s): Divya Garg, Gyanendra Kumar Verma, Awadhesh Kumar Singh

Source: Applied Soft Computing, Elsevier, Vol. 154, March 2024, 111338 [SCI IF: 8.7] https://doi.org/10.1016/j.asoc.2024.111338 

3. Title: EEG-Based Emotion Recognition Using Quantum Machine Learning

Author(s): Divya Garg, Gyanendra Kumar Verma, Awadhesh Kumar Singh

Source: SN Computer Science June-2023, 4, 480, 2023 [Scopus]; DOI: https://doi.org/10.1007/s42979-023-01943-6  

4. Title: Real-Time Advanced Computational Intelligence for Deep Fake Video Detection

Author(s): Nency Bansal, Turki Aljrees, Dhirendra Prasad Yadav, Gyanendra Kumar Verma

Source: Applied Sciences (MDPI) [SCIE IF: 2.838] 2023, 13(5), 3095; https://doi.org/10.3390/app13053095  (registering DOI) 

5.  Title: A review of deep learning based methods for affect analysis using physiological signals.

Author(s): D Garg, GK Verma

Source: Multimedia Tools and Applicaions, Springer [SCIE IF: 2.577] (Jan. 2023) https://doi.org/10.1007/s11042-023-14354-9

6. Title: Modelling and statistical analysis of emotions in 3D space

Author(s): D Garg, GK Verma, AK Singh

Source:Engineering Research Express 4 (3), 035062 (Sep. 2022) [Scopus IF: 1.205] IOP Publishing, DOI 10.1088/2631-8695/ac93e8

7.  Title: Multi-modal feature fusion for object detection using neighborhood component analysis and bounding box regression

Author(s): Anamika Dhillon, Gyanendra K. Verma

Source: International Journal of Business Intelligence and Data Mining, Inderscience 1(1):1 (Jan. 2022). 

DOI: 10.1504/IJBIDM.  2022.10047465

8.  Title: A Deep Learning Framework for Multi-Class Object recognition Using Feature Fusion and Neighborhood Component Analysis

Author(s): Anamika Dhillon, Gyanendra K. Verma

Source:SSRN Electronic Journal. (Jan. 2021) DOI: 10.2139/ssrn.3979332

9. 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

10.  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 

11.  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,  [SCIE, IF: 3.8]   Vol. 43, December 2018, Pages 1-11 

DOI: https://doi.org/10.1016/j.jisa.2018.10.001

12.  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 

13.  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 

14.  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

15.  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 

16.  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 

17.  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 

18.  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 

19.  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 

20.  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

1.  Multimodal Affective Computing: Affective Information Representation, Modelling, and Analysis

Bentham Science Singapore, 2023

Authors: Gyanendra K. Verma

DOI: 10.2174/97898151244531230101

eISBN: 978-981-5124-45-3, 2023

ISBN: 978-981-5124-46-0  

URL: https://www.eurekaselect.com/ebook_volume/3474

2.  Deep Learning: Theory, Architectures and Applications in Speech, Image and Language Processing

Bentham Science Singapore, 2023 (In Press)

Editor(s): Gyanendra Verma, Rajesh Doriya

DOI: 10.2174/97898150792101230101

eISBN: 978-981-5079-21-0, 2023

ISBN: 978-981-5079-22-7 

URL: https://www.eurekaselect.com/ebook_volume/3557 

3.  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 

4.  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 

5.  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 

International Book Chapters

1.  Title:Deep Learning: History and Evolution

Author: Jaykumar Suraj Lachure, Gyanendra Verma and Rajesh Doriya 

Source: In book: Deep Learning: Theory, Architectures and Applications in Speech, Image and Language Processing

Bentham Science Publisher, Singapore Page: 1-18 (18) Aug. 2023

DOI: https://doi.org/10.2174/9789815079210123010004 

URL: https://www.eurekaselect.com/ebook_volume/3557 

2. Title:Prediction of growth and review of factors influencing the transmission of COVID19

Author: Gyanendra K. Verma

Source: In book: Mathematical Modeling and Intelligent Control for Combating  Pandemics. Springer Optimization and Its Applications

213-231, May 2023, VOL. 203 Springer, Cham

Mathematical Modeling and Intelligent Control for Combating Pandemics, 213-231, May 2023, Springer Cham

Book URL: https://link.springer.com/book/9783031331824 

Chapter DOI: https://doi.org/10.1007/978-3-031-33183-1_12  

3. Title: A Multiple Object Recognition Approach via DenseNet-161 Model

Author(s): Anamika Dhillon and Gyanendra Kumar Verma

Source: In book: Smart Electrical and Mechanical Systems, 

An Application of Artificial Intelligence and Machine Learning, 2022, Pages 39-64, Elsevier Published: Jan. 2022

DOI: https://doi.org/10.1016/B978-0-323-90789-7.00009-9 

4.  Title: Fusion of Deep Learning Features for Wild Animal Detection

Author(s): Anamika Dhillon and Gyanendra Kumar Verma

Source:In book: Advances in Deep Learning, Artificial Intelligence and Robotics, Springer Published: Jan. 2022

DOI: https://doi.org/10.1007/978-3-030-85365-5_2

5.  Title: Feature Extraction and Fusion of Multiple Convolutional Neural Networks for Firearm Detection

Author(s): Anamika Dhillon and Gyanendra Kumar Verma

Source: In book: Advanced Machine Intelligence and Signal Processing, Springer Published: 2022

DOI: https://doi.org/10.1007/978-981-19-0840-8_34 

6. Title: An Improved DCNN Based Facial Micro-expression Recognition System

Author(s): Verma, G.K.; Divya Garg

Source: Data Science, Pages 349-363, Springer, Singapore Published: 2021

DOI: 10.1007/978-981-16-1681-5_22

7. 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

8. 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 /

9. 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

10. 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

11. 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

1. Title: Convolutional-LSTM Network for Emotion Recognition Using EEG Data in Valence-Arousal Dimension

Author: Divya Garg, Gyanendra Kumar Verma, Awadhesh Kumar Singh

Conference: Soft Computing: Theories and Applications (SoCTA 2023) at: IIIT Una, India July 2024,   DOI: https://doi.org/10.1007/978-981-97-2031-6_23  

2. Title: Affect Recognition and Analysis from Scalograms using DCGAN based Inception-V3 [Accepted]

Author: Gyanendra K. Verma

Conference: 2nd Int. Conf. on MAchine inTelligence for Research & Innovations (MAiTRI-2024) 21-23 June NIT Srinagar, J & K

3. Title: Improving EEG-based Emotion Recognition using DCGAN with MobileNet [Accepted]

Author: Shashank Kaushik, Gyanendra K. Verma

Conference: 15th Int. Conf. on Computing, Communication and Networking Technologies (ICCCNT 2024) June 24 - 28, 2024, IIT - Mandi, Himachal Pradesh, India.

4. Title:A Deep Learning Model for Multiclass Image Classification Using Quantum CNN

Author: R. Golchha & Gyanendra K. Verma

Conference: 2023 Asia Symposium on Image Processing (ASIP), Tianjin, China, 2023 pp. 102-107. doi: 10.1109/ASIP58895.2023.00024  

5. Title:A hybrid approach for spontaneous emotion recognition in 2D valence arousal space

Author: Gyanendra K. Verma

Conference: Advances in IoT and Security with Computational Intelligence. ICAISA 2023. Lecture Notes in Networks and Systems, vol 755. Springer, Singapore. https://doi.org/10.1007/978-981-99-5085-0_37 

6. Title:Quantum-Enhanced Support Vector Classifier for Image Classification

Author(s): Roopa Golchha and Gyanendra K. Verma 

Conference: IEEE 8th International Conference for Convergence in Technology (I2CT), Lonavla, India, pp. 1-6, 2023

DOI:10.1109/I2CT57861.2023.10126421  

7. 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 

8. 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.

9. 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), Second International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India, pp. 146-151, June 14-15, 2018. doi: 10.1109/ICCONS.2018.8663120

10. 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:

11. 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:10.1109/CCAA.2017.8229781  

12. 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:

13. 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

14. 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:10.1109/INFOCOMTECH.2017.8340637

15. 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:10.1109/SmartTechCon.2017.8358500

16. 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

17. 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

18. 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 DOI: 10.1109/ICIINFS.2016.8263046 

19. 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:

20. 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

21. 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

22. 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

23. 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

24. 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

25. 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

26. 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 

27. 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

28. 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

29. 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