Ministry of Education
Vishalakshi G R
VIDWAN ID: 609135

Dr Vishalakshi G R

Female Doctor of Philosophy
Assistant Professor | Department of Artificial Intelligence and Data Science
SAPTHAGIRI NPS UNIVERSITY
Karnataka
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0003-1106-5603 Scopus 55354015100 ResearcherID MIK-0652-2025 Google Scholar S_es8SsAAAAJ
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7 Publications
0 Projects
10 Scopus Citations
9 CrossRef
3 Years Total Experience
Publications
7 Total
Articles
2
Chapters
3
Proceedings
2
Activity

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Scopus Scopus
10 Citations
2 h-index
CrossRef CrossRef
9 Citations
2 h-index
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Indian Society for Technical Education
Life Member
Jan 2007

Personal Details

Doctor of Philosophy
2025
Guru Nanak Khalsa College, Yamuna Nagar
Assistant Professor
Sep 2023 – Present
SAPTHAGIRI NPS UNIVERSITY | Department of Artificial Intelligence and Data Science
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

Adaptive fusion of dual SRGANs and top-hat gradient domain filtering for enhancing low-light videos on mobile devices

Journal Article
International Journal of Machine Learning and Cybernetics. Year: 2025. Volume: 16 , Issue: 12 , Pages: 10771-10798 .
Authors: Kumar, D.N.N.; Hanumantharaju, M.C.; Vishalakshi, G.R.
DOI 10.1007/s13042-025-02799-3

Smart Vision Glasses for Assistive Navigation and Safety

Conference Paper
Year: 2026.
Authors: M. C. Hanumantharaju; G. R. Vishalakshi
DOI 10.1109/COMP-SIF69752.2026.11481878

Comprehensive Review of Video Enhancement Algorithms for Low Lighting Conditions

Book Chapter
Year: 2016. Pages: 475-485 .
Authors: G. R. Vishalakshi; M. T. Gopalakrishna; M. C. Hanumantharaju
DOI 10.1007/978-81-322-2757-1_47 Crossref Crossref: 3 Scopus Scopus: 4

A novel FPGA based reconfigurable architecture for image color space conversion

Book Chapter
Year: 2012. Pages: 292-301 .
Authors: M. C. Hanumantharaju; G. R. Vishalakshi; Srinivas Halvi; S. B. Satish
DOI 10.1007/978-3-642-29216-3_32 Crossref Crossref: 6 Scopus Scopus: 6

Wavelet energy-based adaptive retinex algorithm for low light mobile video enhancement

Journal Article
The Imaging Science Journal. Year: 2024. Volume: 72 , Issue: 8 , Pages: 1212-1242 .
Authors: Vishalakshi, G.R.; Shobharani, A.; Hanumantharaju, M.C.
DOI 10.1080/13682199.2023.2260663

Low-Light Video Enhancement on a Mobile Device Using Illumination-Reflection Model Based Retinex Envelope

Conference Paper
Year: 2023. Pages: 266-277 .
Authors: Vishalakshi, G.R.; Gopalakrishna, M.T.; Hanumantharaju, M.C.
DOI 10.1007/978-3-031-40564-8_20

Wavelet Energy-Based Adaptive Retinex Algorithm for Low Light Mobile Video Enhancement

Book Chapter
Year: 2023. Pages: 16-39 .
Authors: Vishalakshi G. R.; Gopala Krishna; Hanumantha Raju
DOI 10.4018/978-1-6684-7524-9.ch002