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プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Chanchal G.に依頼

India

Experienced researcher with expertise in Image Processing, Computer Vision, Deep Learning, Medical Imaging, Remote Sensi

プロフィール概要

I am an experienced researcher and academic professional with over 18 years of experience in Computer Science, Artificial Intelligence, Image Processing, Computer Vision, Machine Learning, and Deep Learning. I hold a B.Sc. in Mathematics, MCA, M.Tech., and am currently pursuing a Ph.D. in Image Processing.

My research focuses on satellite image analysis, SAR image change detection, medical image processing, pattern recognition, remote sensing, and AI-driven intelligent systems. I have extensive experience in developing and implementing machine learning and deep learning models using Python, TensorFlow, PyTorch, OpenCV, Scikit-learn, and MATLAB.

I have successfully worked on projects involving:

• Image Classification and Object Detection
• Computer Vision and Deep Learning Applications
• SAR and Satellite Image Change Detection
• Medical Image Analysis and Diagnosis Systems
• Image Segmentation and Feature Extraction
• Graph Neural Networks (GCN, GAT)
• Explainable AI and Intelligent Decision Systems
• Agricultural AI and Plant Disease Detection
• Research Paper Writing and Publication Support
• Data Analysis, Visualization, and Statistical Modeling

My current research includes SAR image change detection using DWT, PSPNet, Fuzzy Clustering, and Deep Learning techniques. I have published research articles in reputed journals and actively contribute to AI-based solutions for healthcare, agriculture, and remote sensing applications.

I can assist clients with research design, algorithm development, data analysis, model implementation, scientific writing, manuscript preparation, literature review, and publication support.

I am committed to delivering high-quality, innovative, and research-driven solutions tailored to client requirements.

専門分野

サービス

Writing
Research
Consulting
Data & AI

Writing Clinical Trial Documentation, Technical Writing, Copywriting, Creative Writing

Research Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Data Cleaning, Data Processing, Data Insights

職務経験

Assistant Professor

Future Institute of Engineering and management

2月 2024 - 現在

Calcutta Institute of Technology

8月 2006 - 2月 2024

学歴

PhD (Computer Science and Engineering)

Maulana Abul Kalam Azad University of Technology, West Bengal

3月 2023 - 現在

Master of Technology (Information Technology)

Jadavpur University

8月 2007 - 7月 2010

MASTER OF COMPUTER APPLICATION (MASTER OF COMPUTER APPLICATION)

Jadavpur University Department of Computer Science and Engineering

8月 2003 - 8月 2006

BSC

Calcutta University

1月 1999 - 1月 2003

認定資格

NA

NA

1月 2026 - 1月 2026

出版物

JOURNAL ARTICLE

Chanchal Ghosh, Biplab kanti Das, Tapashri Sur, Prasanta Mazumdar, Pratik Halder, Sukanta Kundu, Subhojeet Prasad (2026). Hierarchical Deep Learning Ensemble Framework for Multi-Class Rice Foliar Disease Diagnosis . Journal of Computers, Mechanical and Management.

Chanchal Ghosh, Dipankar Majumdar, Bikromadittya Mondal (2023). Detection of changes in synthetic aperture radar images using Modified Gauss-Log ratio and Fuzzy Local Information C-Means clustering . Multimedia Tools and Applications.

Ghosh, Chanchal, Majumdar, Dipankar, Mondal, Bikromadittya (2023). Detection of changes in synthetic aperture radar images using Modified Gauss-Log ratio and Fuzzy Local Information C-Means clustering . Multimedia Tools and Applications.

A deep learning‐based SAR image change detection using spatial intuitionistic fuzzy C‐means clustering <head> <META HTTP-EQUIV="Refresh" CONTENT="0;URL=/servlet/useragent"> </head> . Transactions in GIS.

Ghosh, C., Majumdar, D., Mondal, B.(2022). A deep learning-based SAR image change detection using spatial intuitionistic fuzzy C-means clustering . Transactions in GIS. 26. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2519-2535.

Chanchal Ghosh, Dipankar Majumdar, Bikromadittya Mondal (2021). SAR Image Change Detection Using Modified Gauss-Log Ratio Operator and Convolution Neural Network . Advances in Soft Computing.

Chanchal Ghosh and Angshuman Majumdar(2012). Decimal Sequence based Imperceptible Audio Watermarking . International Journal of Computer Applications. 47. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 35--41. Foundation of Computer Science

Chanchal Ghosh, Angshuman Majumdar (2012). Decimal Sequence based Imperceptible Audio Watermarking . International Journal of Computer Applications.

CONFERENCE PAPER

Chanchal Ghosh (2025). PROCEEDINGS OF 1ST INTERNATIONAL CONFERENCE ON SMART TECHNOLOGY FOR EMERGING PROBLEMS (STEP2K25) . 1ST INTERNATIONAL CONFERENCE ON SMART TECHNOLOGY FOR EMERGING PROBLEMS (STEP2K25).

Sheet, J., Ghosh, C., Das, B.K. (2023). Deep Learning-Based Transfer Learning for the Detection of Leukemia . International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC).

REVIEW

Bappa Ditya Biswas, Angshuman Majumdar, Adriza Dhar, Ramkrishna Rakshit (2024). Splice loss in dual mode triangular index fibers: an analytic approach in the presence of nonlinearity for various V numbers . Journal of Optical Communications.

Mithun Maity, Angshuman Majumdar, Ramkrishna Rakshit, Sankar Gangopadhyay (2024). The effect of misalignment on the coupling optics involving laser diode and single-mode triangular index fiber with an upside down tapered hyperbolic microlens on its tip . Journal of Optical Communications.

Chanchal Ghosh Recent advances in selection techniques for image processing . REST.

Chanchal Ghosh Multi-Scale Adaptive Aggregate Graph Convolutional Network for Skeleton-Based Action Recognition. IET Image Processing.

Chanchal Ghosh Situational Strategic Awareness Monitoring Surveillance System (SSAMSS3) - Integrated Global Program of Situationally Aware Deployment of Sensing Analytics, Communication, and Knowledge (SAD SACK) Coupled with Synergistic CubeSat Technologies to Encompass True Global Enterprise Materials Surveillance System Network at Reduced Costs. Journal of Imaging Science and Technology.

BOOK CHAPTER

Chanchal Ghosh, Joydeb Sheet, Biplab Kanti Das(2023). Deep Learning-Based Transfer Learning for the Detection of Leukemia . 2023 International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC). {IEEE}

Chanchal Ghosh and Dipankar Majumdar and Bikromadittya Mondal(2021). SAR Image Change Detection Using Modified Gauss-Log Ratio Operator and Convolution Neural Network . Advances in Intelligent Systems and Computing. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 223--232. Springer Singapore

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