プロフィール詳細

プロジェクトを作成

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Somnath D.に依頼

Italy

Research Methodology & R&D Expert | C++ Developer in 3D Computer Vision with Industrial Experience

プロフィール概要

I am a research professional with extensive experience in European R&D projects, specializing in 3D computer vision, algorithm development, and multi-sensor systems. My background combines deep understanding of research methodology with hands-on skills in software development, particularly in C++ and Python. I have contributed to the design, analysis, and execution of advanced research projects involving sensor fusion, 3D reconstruction, and automated vision systems. I have worked across disciplines, collaborating with both academic and industrial partners to deliver scalable, high-impact solutions. My technical stack includes strong usage of various tecnical open-source tools , robust digital skills, and experience in data-driven experimentation and result interpretation. I bring the ability to manage complex research workflows, support technical documentation, and translate scientific ideas into practical software prototypes. I’m available for collaborations involving: 3D vision algorithm design and analysis Sensor-based data processing and modeling Research support and technical consulting in computer vision Code development and optimization (C++, Python)

専門分野

• ☆ Software Engineering
• ☆ Information Engineering
• ☆ Internet of Things
• ☆ Applied Mathematics
• ☆ Mathematical Optimization
• ☆ Computational Mathematics
• ☆ Python
• ☆ LaTex
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ Technology Scouting
• ☆ Literature Search

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Image Processing, Algorithm Design-Non ML, Data Processing

職務経験

Researcher

National Council Of Research Italy

1月 2022 - 現在

C++ Software Developer

Eagle Eye technologies

6月 2021 - 12月 2021

R&D Computer Vision Engineer

Denso ADAS Engineering Services GmbH

11月 2019 - 5月 2021

Research Assistant

Technische Universität Dresden

6月 2017 - 9月 2019

Software Engineer

Renishaw Metrology System Limited

8月 2015 - 12月 2016

Researcher

Tata Consultancy Services

9月 2014 - 8月 2015

学歴

Masters of Science ( Research)

Indian Institute of Technology, Kharagpur-India

1月 2011 - 8月 2014

認定資格

• 認定資格の詳細は未入力です。

出版物

BOOK CHAPTER

Somnath Dutta, Benjamin Russig, Stefan Gumhold (2025). Enhanced Plant Phenotyping Through Spatio-Temporal Point Cloud Registration .

Somnath Dutta, Fabio Ganovelli, Paolo Cignoni (2024). Dynamic Real-Time Spatio-Temporal Acquisition and Rendering in Adverse Environments .

CONFERENCE PAPER

Somnath Dutta, Fabio Ganovelli, Paolo Cignoni (2023). On-the-Fly Acquisition and Rendering with Low Cost LiDAR and RGB Cameras for Marine Navigation . Proceedings of the 9th International Conference on Geographical Information Systems Theory, Applications and Management.

Somnath Dutta, Benjamin Russig, Stefan Gumhold(2023). GPU-Accelerating Hierarchical Descriptors for Point Set Registration . STAG 2023. The Eurographics Association

Somnath Dutta, Sumandeep Banerjee, Prabir K. Biswas, Partha Bhowmick (2015). Mesh Denoising Using Multi-scale Curvature-Based Saliency . Lecture Notes in Computer Science.

Somnath Dutta, Sumandeep Banerjee, Prabir Kumar Biswas, Partha Bhowmick (2013). Parallel mesh regularization and resampling algorithm for improved mesh registration . 2013 Fourth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG).

Somnath Dutta, Sumandeep Banerjee, Prabir Kumar Biswas, Partha Bhowmick (2013). Mesh denoising by improved 3D geometric bilateral filter . 2013 Fourth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG).

Somnath Dutta, Sumandeep Banerjee, Prabir Kumar Biswas, Partha Bhowmick (2013). A low-cost portable 3D laser scanning system with aptness from acquisition to visualization . 2013 Digital Heritage International Congress (DigitalHeritage).

JOURNAL ARTICLE

Somnath Dutta, Benjamin Russig, Stefan Gumhold (2022). 3D Point Set Registration based on Hierarchical Descriptors . Journal of WSCG.

Somnath Dutta, Benjamin Russig, Stefan Gumhold(2019). Moving Least Squares Correspondences for Iterative Point Set Registration Moving Least Squares Correspondences for Iterative Point Set Registration . Technische Universität Dresden. Technische Universität Dresden