Dr. Latha  H N

Dr. Latha H N

Assistant Professor

B.E, M.Tech. Ph. D. (IIT-KGP)

lathahn.ece@bmsce.ac.in

Research Interests: 1) Computer vision and image processing 2) Pattern Recognition 3) Machine Learning and AI

About

Latha H N currently an Assistant Professor in Dept. of Electronics and Communication at BMS College of Engineering, Bengaluru has a teaching experience of 16 years and research experience of 05 years.
Graduated and Post Graduated with FCD in 2004 and 2008.
My strengths are hard-working, self-motivating and dedication to serve the Student Community. And also I am a good learner as well as teacher. My ethics is "Never neglect an opportunity for improvement ". My Visions are to attain excellence in Electronics, Communication and related domains through Knowledge acquisition meeting the global needs and standards. And Missions are to attain and impart quality education through state of the art, learning environment and Research with scope for continuous improvement leading to overall professional Success.
I would like to give my service to the poor and weak students of our society.

Education

  • Ph. D (IIT, Kharagpur) - Computer Vision and Image Processing
    Indian Institute of Technology, Kharagpur-721302
    Passed Year: 2020 | Program Type: FullTime
  • M. Tech. - Communication and Networking ( FCD )
    VTU Belgaum, Karnataka
    Passed Year: 2008 | Program Type: FullTime
  • M. Tech. (FCD) - Communication and Networking
    VTU Belgaum, Karnataka
    Passed Year: 2008 | Program Type: FullTime
  • B.E. ( FCD ) - Electronics and communication
    BMS College of Engineering / VTU Belgaum
    Passed Year: 2004 | Program Type: FullTime

Selected Publications

  • Book Chapter or Books | Published On : 08-02-2021
    Latha, H N; Rajiv, R Sahay;
    Inventive Systems and Control pp 339-365| Title: Image Restoration by Graduated Non-convex Local Adaptive Priors: An Energy Minimization Approach, Springer Nature Singapore Pte Ltd. 2021
    Weblink
  • Conference | Published On : 05-11-2020
    K Hemanth, HN Latha
    Dynamic scene Image deblurring using modified scale-recurrent network Publication date 2020/11/5, Conference 2020 IEEE 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Pages 966-973, Publisher IEEE
    Weblink
  • Journal | Published On : 28-08-2020
    HN Latha, Rajiv R Sahay
    A Local Modified U-net Architecture for Image Denoising 28-August-2020, Volume 8, Pages 14, International Journal for Modern Trends in Science and Technology, 6(8S): 140-144, 2020, ISSN: 2455-3778 online
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  • Journal | Published On : 28-08-2020
    Latha H N,| Rajiv R Sahay
    Blur - Map Estimation and Deblurring of Degraded Image by Non - Convex Regularization Approach International Journal for Modern Trends in Science and Technology, 6(8S): 134-139, 2020 Copyright © 2020 International Journal for Modern Trends in Science and Technology ISSN: 2455-3778, DOI: https://doi.org/10.46501/IJMTSTCIET26
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  • Conference | Published On : 28-07-2020
    HN Latha, Rajiv R Sahay
    IEEE, ICCSP, Joint Estimation of Depth Map and Focus Image in SFF: An Optimization Framework by Sparsity Approach
    Weblink
  • Conference | Published On : 28-07-2020
    Latha, H N; Rajiv, R Sahay;
    IEEE 9th ICCSP on Simultaneous Denoising and Deblurring by Non-Convex Regularization: Alternating Minimization Framework
    Weblink
  • Journal | Published On : 29-12-2019
    H N Latha, Lokesh Bharathi
    Denoising and Deblurring by Gauss Markov Random Field: An Alternating Minimization Convex Prior 2019/12/29, International Journal of S & R, ISSN (Online): 2319-7064, PP- 1669-1677 Volume 8, Issue 11 Pages 1669-1677, IJSR
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  • Journal | Published On : 15-11-2019
    H N Latha, H N Poornima
    Estimation of Blur and Depth_Map of a De-focused Image by Sparsity using Gauss Markov Random Field Convex-Prior Publication date 2019/11/15, International Journal of Science and Research, ISSN: 2319-7064 pp 728-733, Volume 8, Issue 11 Pages 728-733
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  • Conference | Published On : 27-12-2018
    H N Latha, Rudresh Sadhan, D Sampreeth, M Otageri Sangamesh, S Hedge Saurabh
    Image understanding: Semantic Segmentation of Graphics and Text using Faster-RCNN 2018 IEEE, International Conference NEW, Page No 82-87
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  • Conference | Published On : 02-03-2017
    Latha, H N; Rajiv, R Sahay;
    IEEE, 27th Conference Simultaneous blur map estimation and deblurring of a single space-variantly defocused image, 2017/3/2
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  • Journal | Published On : 16-06-2014
    Shabnam Sheeba, H N Latha
    Design & Implementation of Saliency Detection Model in H. 264 Standard, International Journal of Science and Research, ISSN: 2319-7064, Pg 14-2020, June 2014 Volume 3 Issue 06 Pages 14-2020
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  • Journal | Published On : 16-06-2014
    Hema S Meharwade, HN Latha, KN Madhusudhan
    Design Of High Speed Face Detection And Tracking By Skin Segmentation Using MATLAB 2014/6, Journal IJSHRE, ISSN No: 2347-4890 , vol 2, 2014, Pg 11-14 Volume 2, Issue 6, page No. 11-14, International Journal of SHRE
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  • Journal | Published On : 25-02-2012
    H N Latha, M V Palachandra, Madhusudhan, Rao
    Real-Time Implementation and Performance Evaluation of WCDMA System over AWGN Channel on TMS320C6713DSK, 2012/2/25, Elsevier, Procedia Technology.
    Weblink
  • Journal | Published On : 02-01-2012
    HN Latha, Vasantha Lakshmi M, S Ramachandran
    Design Of Context-Based Adaptive Variable Length Coding And Deblocking Filter for H. 264 2012/1/02, Journal Procedia Technology, 26. Elsevier, ScienceDirect, July 2012 page 671-676 Volume 4, Issue 6, Pages 671-676
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  • Journal | Published On : 17-05-1921
    H Shylaja, HN Latha, Poornima, B Uma
    Detection and Localization of Mask Occluded Faces by transfer learning using Faster RCNN Authors H Shylaja, HN Latha, Poornima, B Uma Publication date 2021/4/27 Journal : Available at SSRN 3835214
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Other Information

1) ISTE life member
2) IEEE member

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