Publications:

With:-

International Collaborators

PhD Students

Undergraduate Students

Postgraduate Students

Others

With International Collaborators

[Carnegie Mellon University, Baylor College of Medicine, University of California-Irvine, Austin Peay State University-Clarksville] Aviral Chharia, Rahul Upadhyay, Vinay Kumar, Chao Cheng, Jing Zhang, Tianyang Wang, Min Xu, "Deep-Precognitive Diagnosis: Preventing Future Pandemics by Novel Disease Detection with Biologically inspired Conv-Fuzzy Network", IEEE Access, 2022. Download [https://doi.org/10.1109/ACCESS.2022.3153059]
[Monash University] Shailza Sharma, Abhinav Dhall and Vinay Kumar, "Frequency aware face hallucination generative adversarial network with semantic structural constraint", Computer Vision and Image Understanding, 2022. Download [https://doi.org/10.1016/j.cviu.2022.103553]
[Universidad Carlos III de Madrid] Amaya Jiménez Moreno, Eduardo Martínez Enríquez, Vinay Kumar and Fernando Dìaz-de- Marìa, ”Standard-Compliant Low-Pass Temporal Filter to Reduce the Perceived Flicker Artifact”, IEEE Transactions on Multimedia, Volume:16 , Issue: 7, 1863 - 1873, 2014. [doi: https://doi.org/10.1109/TMM.2014.2347257]
[Instituto de Optica, Madrid] Singh H., Cristóbal G., Kumar V., "Multifocus and Multiexposure Techniques". In: Cristóbal G., Blanco S., Bueno G. (eds) Modern Trends in Diatom Identification. Developments in Applied Phycology, Springer, Volume 10, pp 165-182, 2020. [doi: https://doi.org/10.1007/978-3-030-39212-3_10]
[University of Nevada, Kazan Federal University] Martynova E, Mehendi Goyal, Shikhar Johri, Vinay Kumar, Timur Khaibullin, Albert A. Rizvanov, Subhash Verma, Svetlana F. Khaiboullina, Manoj Baranwal, "Serum and Cerebrospinal Fluid Cytokine Biomarkers for Diagnosis of Multiple Sclerosis", Mediators of Inflammation, vol. 2020, Article ID 2727042, 10 pages, 2020. Download [https://doi.org/10.1155/2020/2727042]
[Oxford Brookes University] Vivek Singh Bawa and Vinay Kumar, "Mutually independent feature flow: An approach to produce fixed complexity latent space for improved performance and decreased parameter count", Future Generation Computer Systems, Volume 110, pp 1067-1078, 2020. Download [doi: https://doi.org/10.1016/j.future.2019.11.020]
[University of Nevada, Kazan Federal University] Martynova E, Davidyuk Y, Kabwe E, Garanina EE, Shakirova V, Pavelkina V, Uskova Y, Stott RJ, Foster TL, Markelova M, Goyal M, Gupta A, Bhola M, Kumar V, Baranwal M, Rizvanov AA, Khaiboullina SF., Cytokine, Chemokine, and Metalloprotease Activation in the Serum of Patients with Nephropathia Epidemica from the Republic of Tatarstan and the Republic of Mordovia, Russia. Pathogens, Volume 10(5), pp 527, 2021. [https://doi.org/10.3390/pathogens10050527]
[Oxford Brookes University] V. S. Bawa, S. Sharma, M. Usman, A. Gupta and V. Kumar, An Automatic Multimedia Likability Prediction System Based on Facial Expression of Observer, in IEEE Access, vol. 9, pp. 110421-110434, 2021. Download [https://doi.org/10.1109/ACCESS.2021.3102042].

With PhD Students

Shailza Sharma, Abhinav Dhall and Vinay Kumar, "Frequency aware face hallucination generative adversarial network with semantic structural constraint", Computer Vision and Image Understanding, 2022. Download [https://doi.org/10.1016/j.cviu.2022.103553]
Shailza Sharma and Vinay Kumar, "An efficient image super resolution model with dense skip connections between complex filter structures in Generative Adversarial Networks", Expert Systems with Applications Volume 186, 30 December 2021, 115780. Download [https://doi.org/10.1016/j.eswa.2021.115780]
Shivani Malhotra, Vinay Kumar, and Alpana Agarwal, Bidirectional transfer learning model for sentiment analysis of natural language, Journal of Ambient Intelligence and Humanized Computing, 1-21, 2021. Download [https://doi.org/10.1007/s12652-020-02800-7]
Tanvi Dovedi, Rahul Upadhyay, and Vinay Kumar, Hybrid time-reassigned multisynchrosqueezing transform-Picard-based automated electroencephalography artifact correction methodology for brain–computer interface applications, 2021. Download [https://doi.org/10.1002/ima.22680]
Vishal Chaudhary and Vinay Kumar, Target based image fusion using multi-scale feature selection in three regions. Multimed Tools & Applications, Volume 80, pp 11959-11984, 2021. Download [https://doi.org/10.1007/s11042-020-09940-0]
Gittaly Dhingra, Vinay Kumar, and Hemdutt Joshi, "Quality Assessment of leaves quality using texture and DWT based local feature extraction analysis", Chemometrics and Intelligent Laboratory Systems, Volume 208, 15, p. 104195, January 2021. Download [https://doi.org/10.1016/j.chemolab.2020.104195]
Vishal Chaudhary and Vinay Kumar, "Fusion of Multi-Exposure Images using Recursive and Gaussian Filter", Multidimensional Systems and Signal Processing, Volume 31, Issue 1, pp 157-172, 2020. Download [doi: https://doi.org/10.1007/s11045-019-00655-6]
Vivek Singh Bawa and Vinay Kumar, "Linearized sigmoidal activation: a novel activation function with tractable non-linear characteristics to boost representation capability", Expert Systems With Applications, Volume 120, pp. 346-356, 2019. [doi: https://doi.org/10.1016/j.eswa.2018.11.042]
Vivek Singh Bawa and Vinay Kumar, "Emotional sentiment analysis for a group of people based on transfer learning with a multi-modal system", Neural Computing and Applications, December 2019, Volume 31, Issue 12, pp 9061–9072. [doi: https://doi.org/10.1007/s00521-018-3867-5]
Gittaly Dhingra, Vinay Kumar, and Hemdutt Joshi, "Basil leaves disease classification and identification by incorporating survival of fittest approach", Chemometrics and Intelligent Laboratory Systems, Volume 186, pp. 1-11, 2019. [doi: https://doi.org/10.1016/j.chemolab.2019.01.006]
Shailza Sharma, Vivek Singh Bawa and Vinay Kumar, "A novel two-stage residual learning based convolutional neural network for image super resolution", Fundamenta Informaticae, Volume 168, pp 335-351, 2019. [doi: https://doi.org/10.3233/FI-2019-1835]
Gittaly Dhingra, Vinay Kumar, and Hemdutt Joshi, "A novel computer vision based neutrosophic approach for leaf disease identification and classification", Measurement, Volume 135, pp. 782-794, 2019. [doi:https://doi.org/10.1016/j.measurement.2018.12.027]
Vishal Chaudhary and Vinay Kumar, "Block-based image fusion using multi-scale analysis to enhance depth of field and dynamic range", Signal, Image and Video Processing, Volume 12, Issue 2, pp 271–279, 2018. [doi: https://doi.org/10.1007/s11760-017-1155-y]
Gittaly Dhingra, Vinay Kumar, and Hemdutt Joshi, "Study of digital image processing techniques for leaf disease detection and classification", Multimedia Tools and Applications, Volume 77, Issue 15, pp 19951–20000, 2018. [doi: https://doi.org/10.1007/s11042-017-5445-8]

With Undergraduate Students

Abhishek Choudhary, Adarsh Anand, Amrita Singh, Pratima Roy, Navneet Singh, Vinay Kumar, Siddharth Sharma and Manoj Baranwal, "Machine learning-based ensemble approach in prediction of Lung cancer predisposition using XRCC1 gene polymorphism", Journal of Biomolecular Structure and Dynamics, July 2023, Download, [https://doi.org/10.1080/07391102.2023.2242492]
Mansi Singh, Shreya Mishra, Jayantika Mehta, Anusha Bansal, Manoj Baranwal, Rahul Upadhyay, Vinay Kumar, Electroencephalogram Data Collection for Student Engagement Analysis with Audio-Visual Content. bioRxiv 2022.09.20.508656, 2022. [doi: https://doi.org/10.1101/2022.09.20.508656]
Aviral Chharia, Rahul Upadhyay, Vinay Kumar, "Novel fuzzy approach to Antimicrobial Peptide Activity Prediction: A tale of limited and imbalanced data that models won’t hear", NeurIPS 2021, Workshop AI4Science, 2021.
Aviral Chharia, Shivu Chauhan, Rahul Upadhyay, Vinay Kumar, "From Convolutions towards Spikes: The Environmental Metric that the Community currently Misses", NeurIPS 2021, Workshop AI4Science, 2021.
Martynova E, Davidyuk Y, Kabwe E, Garanina EE, Shakirova V, Pavelkina V, Uskova Y, Stott RJ, Foster TL, Markelova M, Goyal M, Gupta A, Bhola M, Kumar V, Baranwal M, Rizvanov AA, Khaiboullina SF., Cytokine, Chemokine, and Metalloprotease Activation in the Serum of Patients with Nephropathia Epidemica from the Republic of Tatarstan and the Republic of Mordovia, Russia. Pathogens, Volume 10(5), pp 527, 2021. [https://doi.org/10.3390/pathogens10050527]
V. S. Bawa, S. Sharma, M. Usman, A. Gupta and V. Kumar, An Automatic Multimedia Likability Prediction System Based on Facial Expression of Observer, in IEEE Access, vol. 9, pp. 110421-110434, 2021. Download [https://doi.org/10.1109/ACCESS.2021.3102042].
Vishal Bhushan and Vinay Kumar, "Adaptive variable order polynomial based digital zoom of images", Multimedia Tools and Applications, Volume 77, Issue 19, 25131-25148, 2018. [doi: https://doi.org/10.1007/s11042-018-5778-y]
Shikhar Johri, Mehendi Goyal, Sahil Jain, Manoj Baranwal, Vinay Kumar, Rahul Upadhyay, A novel machine learning-based analytical framework for automatic detection of COVID-19 using chest X-ray images, International Journal of Imaging Systems and Technology, Volume 31(3), pp 1105– 1119, 2021. Download, [https://doi.org/10.1002/ima.22613]
V. Kumar, A. Dua, H. Bansal, H. Aggarwal, A. Madan, J.S. Bhatia, "A Simple Technique for Palm Recognition Using Major Lines", The Scientific Bulletin of Electrical Engineering Faculty, Volume 12, Issue 2, 38-43, 2017. [doi: https://doi.org/10.1515/sbeef-2017-0009]
Vinay Kumar, and Akshay Dhawan, "Edge extraction with the help of digital modulation: A simple technique", Buletinul Ştiinţific al Universităţii Politehnica Timişoara, Transactions on Electronics and Communications, Volume 59 (73), Issue 2, 38-42, 2014.
Vinay Kumar, Sunil Bhooshan, Ankita Sood, Rahul Shahi, Shashank Mendiratta, "A Novel Technique for Automated Red Eye Detection and Correction", 22nd (IEEE/ACM) International Symposium on Information, Communication and Automation Technologies, October 29-31, 2009. [doi: http://dx.doi.org/10.1109/ICAT.2009.5348430]
Sunil Bhooshan, Vinay Kumar, Gaurav Gayawar, Sah Geetansh Krishna, Kapil Sachdeva, "A New Suggestion for data Clustering", 8th IEEE/ACIS International Conference on Computer and Information Science, June 1-3, 2009. [doi: http://dx.doi.org/10.1109/ICIS.2009.160]
Sunil Bhooshan, Vinay Kumar, Ateendra K.Singh, Tanupriya Negi and Jyoti Miglani, "Character Recognition using Geometrical Features of Alphabet: A Novel Technique", IEEE International Conference on Communication Software and Networks, February 27-28, 2009. [doi: http://dx.doi.org/10.1109/ICCSN.2009.133]
Sunil Bhooshan, Vinay Kumar, A. Raghavendra Kumar, Rohini Mukhopadhyay, P.Varun Choudary, Meenu Jain and S.Bharat Kumar, "Design of Linear Phase 2 Dimensional FIR Filter: A New Approach", IEEE IET International Conference on Audio, Language and Image Processing, July 7-9, 2008. [doi: http://dx.doi.org/10.1109/ICALIP.2008.4590240]
Sunil Bhooshan, Vinay Kumar, Ujjwal Verma, Hitesh Vatsyayan, Kumar Rohit, "T-Law: A New Suggestion for Signal Companding", IEEE Congress on Image and Signal Processing, May 28-30, 2008. [doi: http://dx.doi.org/10.1109/CISP.2008.700]

With Postgraduate Student

RP Yadav, V Kumar, R Dhawan, "Design and development of patch compensated wideband Vivaldi antenna", International Journal of Microwave and Wireless Technologies, Volume 10, Issue 9, pp. 1081-1087, 2018. [doi: https://doi.org/10.1017/S1759078718000983]
Yadav, Niharika, and Vinay Kumar, "A novel technique for automatic retrieval of embedded text from books", Optik-International Journal for Light and Electron Optics, Volume 127, Issue 20, 9538-9550, 2016. [doi: https://doi.org/10.1016/j.ijleo.2016.05.122]
Sagar Sachdeva, Vinay Kumar, Vivek Singh Bawa, "Generalized Hebbian Algorithm Based Technique For Image Compression," 2017 Fourth IEEE International Conference on Signal Processing, Computing and Control (ISPCC), Waknaghat, India. [doi: http://dx.doi.org/10.1109/ISPCC.2017.8269750]
Pawanjot Kaur, Harbinder Singh, Vinay Kumar, "Salient Infrared Target and Visible Image Fusion Based on Morphological Segmentation," 2017 Fourth IEEE International Conference on Signal Processing, Computing and Control (ISPCC), Waknaghat, India. [doi: http://dx.doi.org/10.1109/ISPCC.2017.8269648]
T. Mehra, V. Kumar and P. Gupta, "Maturity and disease detection in tomato using computer vision," 2016 Fourth IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC), Waknaghat, India, 2016, pp. 399-403. doi: 10.1109/PDGC.2016.7913228. [doi: http://dx.doi.org/10.1109/PDGC.2016.7913228]

and few more ...

Vinay Kumar and Rahul Upadhyay, "Reflection and data based adaptive teaching strategy for student centric learning", Academia Letters, Article 4135, 2021. [doi: https://doi.org/10.20935/AL4135]
Vivek Singh Bawa, Krishna Kumar, Vinay Kumar, "A generalized non-linear method for distortion correction and top-down view conversion of fish eye images", Image Analysis & Stereology, Volume 36, Issue 2, 141-150, 2017. [doi: https://doi.org/10.5566/ias.1660]
Vinay Kumar, "Regional mutual information-based identification and reduction of flicker artifacts during video encoding", Signal, Image and Video Processing, Volume 11, Issue 4, 621–628, 2017. [doi:https://doi.org/10.1007/s11760-016-1002-6]

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