Ministry of Education
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Dr Bini A A

vidwan id: 591790
Female

Assistant Professor (Grade-I), Electronics and Communication Engineering
National Institute of Technology Karnataka

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Expertise

  • Electrical and Electronic Engineering

Publications

Total Articles 28
Books 0
Proceedings 0

Publications

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Scopus

Citations 149
h-index 7

CrossRef

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Citations 24
h-index 2
Google Scholar

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Professional Recognition

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Community & Membership

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IEEE

2023
Memebr

ACM

2022
Member

Bio

I am working as an Assistant Professor in the Department of Electronics and Communication Engineering at National Institute of Technology. My research areas are Image and Signal Processing, Computer Vision, Machine Learning etc.

Personal Details

  • Female
  • Assistant Professor (Grade-I) , National Institute of Technology Karnataka
  • Mangaluru, Karnataka, India
Ph.D.
Other Institute 2015
Assistant Professor (Grade-I) Nov 2023 – Present
National Institute of Technology Karnataka | Electronics and Communication Engineering
Assistant Professor Aug 2022 – Nov 2023
National Institute of Technology Calicut | Department of Electronics and Communication Engineering
Assistant Professor Aug 2017 – Aug 2022
Indian Institute of Information Technology, Kottayam

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Co-Authors (4)

J.

Dr J. Hanumanthappa

University of Mysore

M S

Dr M S Bhat

National Institute of Technology Karnataka

Jidesh

Dr Jidesh P

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Santhosh

Prof Santhosh George

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Scholarly Work

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Scholarly Publications

A Retinex Driven Fractional-Order Regularization Model for Despeckling and Enhancing of Synthetic Aperture Radar Images

Open Access
Conference Paper
Year: 2026. Volume: 2476 CCIS , Pages: 116-130 .
Authors: Febin I.P.;Bini A.A.;Jidesh P.
DOI 10.1007/978-3-031-93697-5_9

Optimizing Hyperparameters in Meta-Learning for Enhanced Image Classification

Open Access
Article
IEEE Access. Year: 2025. Volume: 13 , Pages: 130816-130831 .
Authors: Vincent A.M.;Jidesh P.;Bini A.A.
DOI 10.1109/ACCESS.2025.3591142

A retinex inspired deep image prior model for despeckling and deblurring of aerial and satellite images using proximal gradient method

Open Access
Article
International Journal of Remote Sensing. Year: 2025. Volume: 46 , Issue: 3 , Pages: 1432-1466 .
Authors: Shastry A.;Bini A.A.;Jidesh P.
DOI 10.1080/01431161.2024.2431175
1

A weighted nuclear norm (WNN)-based retinex DIP framework for restoring aerial and satellite images corrupted by gamma distributed speckle noise

Open Access
Article
Multimedia Tools and Applications. Year: 2024. Volume: 83 , Issue: 13 , Pages: 37927-37959 .
Authors: Shastry A.;Jidesh P.;George S.;Bini A.A.
DOI 10.1007/s11042-023-17159-y
1

A self-attention driven retinex-based deep image prior model for satellite image restoration

Open Access
Article
Optics and Lasers in Engineering. Year: 2024. Volume: 173 .
Authors: Shastry A.;Jidesh P.;George S.;Bini A.A.
DOI 10.1016/j.optlaseng.2023.107916
4

AttentionDIP: attention-based deep image prior model to restore satellite and aerial images from gamma distributed speckle interference

Open Access
Article
Year: 2024. Volume: 40 , Issue: 8 , Pages: 5219-5239 .
Authors: Shastry A.;George S.;Bini A.A.;Jidesh P.
DOI 10.1007/s00371-023-03101-8
1

A Deep Learning Model for Human Blood Cells Classification

Open Access
Book Chapter
Year: 2023. Volume: 179 , Pages: 410-418 .
Authors: Pramodha M.;Ansith S.;Benifa J.V.B.;Al-Sarem M.;Hanumanthappa J.;Bini A.A.;Ndagijimana E.;Saeed F.;Heyat M.B.B.;Alqarafi A.;Muaad A.Y.;Chola C.
DOI 10.1007/978-3-031-36258-3_36
1

Land use classification of high resolution remote sensing images using an encoder based modified GAN architecture

Open Access
Article
Displays. Year: 2022. Volume: 74 .
Authors: S. A.;A.A. B.
DOI 10.1016/j.displa.2022.102229
31