Publications
Accepted @ IEEE Transaction on Artificial Intelligence
(Work of MTech. Thesis​)
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Author: Rejoy Chakraborty, Puneet Goyal
MSPlantNet: Plant Disease Classification using Few Shot Learning
Accepted @ Conf. of Computer Vision and Image Processing (CVIP) 2024
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Author: Rejoy Chakraborty, Md. Sajid Anis, Pallav Kumar, Manish Jha, Neeraj Goel, Mukesh Saini
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Accepted @ ACM India Joint International Conference on Data Science and Management of Data (CODS-COMAD) Dec 2024
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Author: Rejoy Chakraborty, Chayan Halder, Kaushik Roy, Shivam Gupta, Shashi Shekhar Jha
Projects
Camera Model Identification with SPAIR-Swin and Entropy based Non-Homogeneous Patches
(Contribution work during M.Tech Thesis) SCMI method using SWIN-based transformer and non-homogeneous patches selected through Shanon Entropy
Used: PyTorch, OpenCV
Hand Gesture Recognition using Few Shot Learning (2024)
Hand gesture recognition on HaGRID dataset using Few-shot learning with multi-scale architecture
Used: Tensorflow Keras, OpenCV
Monitoring of Change in Emotion through Facial Expression (2023)
Monitoring and analyzing the change in emotion of human facial expression
Used: Tensorflow, MediaPipe, OpenCV, Tkinter
Semi-automated Ground Truth Generation of Bangla Handwritten Offline Text Documents (2022-2023)
(Work of M.Sc. Thesis) Designed a semi automated system for line, word and character segmentation and ground truth generation from Bangla handwritten offline text documents
Used: OpenCV, Tensorflow, Tkinter
Generating Convex Hull From 3D Point Cloud Data Denoised Using Bilateral Filtering (2021)
(Work of B.Sc.[H] Thesis) Applied Bilateral Filtering scheme for outlier removal on Point Cloud data and generated Convex Hull on it.
Used: OpenCV, PCL, CGAL