Search Results for author: Amlan Chakrabarti

Found 9 papers, 0 papers with code

Lumbar Spine Tumor Segmentation and Localization in T2 MRI Images Using AI

no code implementations7 May 2024 Rikathi Pal, Sudeshna Mondal, Aditi Gupta, Priya Saha, Somoballi Ghoshal, Amlan Chakrabarti, Susmita Sur-Kolay

Results indicate a remarkable performance, with 99% accuracy for tumor segmentation, 98% accuracy for tumor classification, and 99% accuracy for tumor localization achieved with the proposed approach.

Data Augmentation Decision Making +3

SoccerKDNet: A Knowledge Distillation Framework for Action Recognition in Soccer Videos

no code implementations15 Jul 2023 Sarosij Bose, Saikat Sarkar, Amlan Chakrabarti

Classifying player actions from soccer videos is a challenging problem, which has become increasingly important in sports analytics over the years.

Action Recognition Knowledge Distillation +2

Fast 3D Volumetric Image Reconstruction from 2D MRI Slices by Parallel Processing

no code implementations16 Mar 2023 Somoballi Ghoshal, Shremoyee Goswami, Amlan Chakrabarti, Susmita Sur-Kolay

To the best of our knowledge it is a first of its kind approach based on kriging interpolation and multiprocessing for 3D reconstruction from 2D slices, and approximately 98. 89\% accuracy is achieved with respect to similarity metrics for image comparison.

3D Reconstruction Image Reconstruction

2D Qubit Placement of Quantum Circuits using LONGPATH

no code implementations14 Jul 2020 Mrityunjay Ghosh, Nivedita Dey, Debdeep Mitra, Amlan Chakrabarti

In this paper, two algorithms are proposed to optimize the number of SWAP gates in any arbitrary quantum circuit.

Emerging Technologies Quantum Physics

IoT based Smart Access Controlled Secure Smart City Architecture Using Blockchain

no code implementations30 Aug 2019 Rourab Paul, Nimisha Ghosh, Suman Sau, Amlan Chakrabarti, Prasant Mahapatra

The proposed IoT based smart city architecture adopts BC technology for preserving all the cryptographic security and privacy issues.

An Approach for Reducing Outliers of Non Local Means Image Denoising Filter

no code implementations8 Dec 2014 Raka Kundu, Amlan Chakrabarti, Prasanna Lenka

In NLACM we perform the median within the defined range based on statistical estimation of the neighbourhood region of a pixel to be denoised.

Image Denoising Image Restoration

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