プロフィール詳細

プロジェクトを作成

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SankaraSrinivasan S.に依頼

France

Computer vision (Image and Video Processing Expert)

プロフィール概要

I am a Postdoctoral Researcher at École Centrale de Lyon. I completed my Ph.D. at the National Taiwan University of Science and Technology, Taipei, under the supervision of Prof. Jing-Ming Guo. I have also worked as a Member of Technical Staff and Research Consultant at Streamoid Technologies Inc. Over the past decade, I have worked on various computer vision technologies towards image quality assessment, collision avoidance, structural health monitoring, image super-resolution, Fashion AI, virtual try-on, 6D pose estimation, digital halftoning, watermarking, robotics and so on.

専門分野

• ☆ Data Analysis
• ☆ Image Processing
• ☆ Deep Learning
• ☆ Computer Vision

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Creative Writing, Newswriting

Research Market Research, User Research, Meta-Research, Feasibility Study, Technology Scouting, Fact Checking, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review

Consulting Business Strategy Consulting, Go-to-Market Strategy Consulting, Digital Strategy Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining

Product Development Formulation, Product Evaluation, Material Sourcing, Product Validation

職務経験

Post Doc

École Centrale de Lyon

1月 2024 - 12月 2026

Technical Consultant

Streamoid

4月 2024 - 6月 2024

Member Technical Staff

Streamoid

8月 2021 - 3月 2023

Junior Research Fellow

Vel Tech Dr. RR & Dr. SR Technical University

8月 2014 - 7月 2016

学歴

Ph.D (Electrical Engineering)

National Taiwan University of Science and Technology

9月 2016 - 7月 2023

認定資格

• Machine Learning

  Cutshort

  https://cutshort.io/certificate/45726

  5月 2021 - 5月 2022

出版物

JOURNAL ARTICLE

Sankarasrinivasan Seshathiri, Jing-Ming Guo, Yun-Fu Liu, Shih-Chieh Lin (2024). Novel Stacking and Boundary Enhanced Hybrid Halftone Screen for Laser Printers . IEEE Transactions on Consumer Electronics.

Sankarasrinivasan Seshathiri, Jing-Ming Guo, Alim Wicaksono Hari Prayuda, Heri Prasetyo (2023). Deep Learning-Based Image Retrieval With Unsupervised Double Bit Hashing . IEEE Transactions on Circuits and Systems for Video Technology.

Sankarasrinivasan Seshathiri, Jing Ming Guo (2023). Generalized halftone classification approach using stochastic analysis . Journal of Ambient Intelligence and Humanized Computing.

Sankarasrinivasan Seshathiri, Jing-Ming Guo (2023). Visually Encrypted Watermarking for Ordered-Dithered Clustered-Dot Halftones . IEEE Transactions on Circuits and Systems for Video Technology.

Guo, J.-M., Seshathiri, S.(2019). Watermarking in dot-diffusion halftones using adaptive class-matrix and error diffusion . ECTI Transactions on Computer and Information Technology. 13. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 43-50.

Pragalath, H., Seshathiri, S., Rathod, H., Esakki, B., Gupta, R.(2018). Deterioration Assessment of Infrastructure Using Fuzzy Logic and Image Processing Algorithm. Journal of Performance of Constructed Facilities. 32. (2).

Guo, J.M., Seshathiri, S.(2018). Generalized halftone classification approach using stochastic analysis . Journal of Ambient Intelligence and Humanized Computing. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1-13.

Seshadri, S., Esakki, B., Yang, L.-J., Chandrasekhar, U., Packiriswamy, S.(2015). A novel vision based protocol for controlling flapping wing vehicles in Indoor surveillance mission . Journal of Applied Science and Engineering. 18. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 331-338.

BOOK CHAPTER

Sankarasrinivasan Seshathiri, Ashraf Mahmud, Balasubramaniam Esakki (2021). Quantification of Groundnut Leaf Defects Using Image Processing Algorithms .

CONFERENCE PAPER

Guo, J.-M., Sankarasrinivasan, S.(2020). H-GAN: Deep learning model for halftoning and its reconstruction . Digest of Technical Papers - IEEE International Conference on Consumer Electronics. 2020-January.

Guo, J.M., Sankarasrinivasan, S.(2019). A Rapid Watermarking Strategy for Multi-Tone Images . 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1113-1117.

Guo, J.-M., Sankarasrinivasan, S.(2019). BN-IQA: A Rapid Image Quality Assessment based on Blue Noise Dithering . 2019 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2019.

Guo, J.M., Sankarasrinivasan, S.(2019). Digital Halftone Database (DHD): A Comprehensive Analysis on Halftone Types . 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1091-1099.

Guo, J.-M., Sankarasrinivasan, S.(2019). H-BTC Database: A Brief Review on Halftone based Block Truncation Coding (H-BTC) Images . Proceedings - 2019 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2019.

Guo, J.M., Sankarasrinivasan, S.(2019). Reconstruction of multitone BTC images using conditional generative adversarial nets . 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 814-817.

Guo, J.M., Sankarasrinivasan, S.(2018). Enhanced block truncation coding image using digital multitone screen . Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. 2018-February. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 672-676.

Guo, J.M., Sankarasrinivasan, S.(2018). Error Diffused Halftohe Classification Using Stochastic Geometrical Features . 2018 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2018.

Ismael, B., Seshathiri, S., Esakki, B.(2017). A comparative analysis on image translation and rotation algorithms towards implementations in micro aerial vehicles . ACM International Conference Proceeding Series. Part F128050. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 172-175.

Sankarasrinivasan, S., Balasubramanian, E., Yang, L.J., Hsiao, F.Y.(2015). Autonomous control of Flapping Wing Vehicles using graphical user interface . 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2217-2220.

Sankarasrinivasan, S., Balasubramanian, E., Karthik, K., Chandrasekar, U., Gupta, R.(2015). Health Monitoring of Civil Structures with Integrated UAV and Image Processing System . Procedia Computer Science. 54. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 508-515.

Sankarasrinivasan, S., Balasubramanian, E., Hsiao, F.Y., Yang, L.J.(2015). Robust target tracking algorithm for MAV navigation system . 2015 International Conference on Industrial Instrumentation and Control, ICIC 2015. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 269-274.

Sankarasrinivasan, S., Esakki, B.(2015). Vision based algorithms for MAV navigation . Proceedings of 2015 IEEE International Conference on Electrical, Computer and Communication Technologies, ICECCT 2015.