Dissertations - M Tech (CS): Recent submissions

Now showing items 1-20 of 528

A Lightweight Multi-Attention Deep Architecture for Liver Tumor Segmentation with Limited Samples

Nag, Chandradipa (Indian Statistical Institute, Kolkata, 2024-06)

Liver tumor segmentation from CT images is of paramount importance in medical image analysis. Accurate segmentation of liver tumor is crucial for effective diagnosis and treatment planning in hepatocellular carcinoma and ...
Template driven rainbow coloring of graphs

Bhuvandeep (Indian Statistical Institute, Kolkata, 2024-06)

Abstract
Harnessing the Power of Deep Neural Networks for Accurate Leaf Disease Identification

Mondal, Avir (Indian Statistical Institute, Kolkata, 2024-06)

Many countries around the world depends on agriculture, as it helps reduce poverty, increase national income, and improve food security. However, plant diseases often impact food crops, leading to significant annual ...
Automated Determination of Glacier Ablation Zones

Mondal, Anupam (Indian Statistical Institute, Kolkata, 2024-06)

In recent decades, global temperature rises have significantly influenced glacier dynamics [1][2], underscoring the vital need for accurately delineating glacier boundaries to comprehend these shifts and document regional ...
Handling Class Imbalance Using Regularized Auto-Encoders with Weighted Calibration

Mandal, Anup (Indian Statistical Institute, Kolkata, 2024-06)

DeepSmote uses the SMOTE technique in the latent space of an Autoencoder- Decoder model to produce high fidelity images for imbalanced data. But it is be limited by 2 essential artillery: over-fitting the data and a lack ...
Classification of Alzheimer's Disease by Machine Learning methods using MRI and fMRI data

Kumar, Madhurendra (Indian Statistical Institute, Kolkata, 2024-03)
TFNet: Time and Frequency Modeling for Irregular Multivariate Medical Time Series

Lakkoju, V S Siva Kumar (Indian Statistical Institute, Kolkata, 2023-06)

Time Series Classification (TSC) involves assigning a target label based on features involving time series data. TSC arises in a variety of domains, like healthcare, finance, process control, weather pattern prediction, ...
Joint reconfigurable intelligent surface selection and Frequency allocation in 5G cellular network

Shende, Dipika Sarjerao (Indian Statistical Institute, Kolkata, 2023-06)

Abstract
Interpreting Neural Networks with Decision Trees

Gupta, Vikas (Indian Statistical Institute, Kolkata, 2022-07)

Abstract
On Testing of Horn Samplers

Sarkar, Uddalok (Indian Statistical Institute, Kolkata, 2022-07)

Abstract
A Multimodal Deep Learning Framework for Prediction of Alzheimer’s Disease

Santra, Tanmay (Indian Statistical Institute, Kolkata, 2022-07)

Abstract
Semantic Search in E-Commerce using User Click-through Data

Yadav, Suraj Lekhraj (Indian Statistical Institute, Kolkata, 2022-07)

Abstract
Few shot segmentation for COVID-19 infected lung CT slices

Chatterjee, Soham (Indian Statistical Institute, Kolkata, 2022-07)

The last 2 years have been adversely affected by the COVID-19 pandemic. Doctors usually detect Covid from CT slices from features such as ground glass, consolidation and pleural effusion. These features usually have ...
Modelling and Analysis of Spiking Neural Networks

Banerjee, Soham (Indian Statistical Institute, Kolkata, 2022-07)

Abstract
KNEE MRI DIAGNOSIS USING SELFSUPERVISED LEARNING

Ray, Sayan (Indian Statistical Institute, Kolkata, 2022-07)

Abstract
Answer Retrieval for Mathematics Questions

Munda, Sachin Sourav (Indian Statistical Institute, Kolkata, 2022-07)
Distinguishing Attacks on Secure Channels usingMachine Learning

Sindhiya, Ravindra (Indian Statistical Institute, Kolkata, 2022-07)

Block ciphers are the most popular for protecting messages in the field of information security, and their power naturally draws attention. Identifying block ciphers in ECB and CBC mode has been difficult work over the ...
Expanding CAM inWeakly Supervised Object Localization

Kushwaha, Rahul (Indian Statistical Institute, Kolkata, 2022-07)

Abstract
Parameterized algorithms for k - path counting

Bhalerao, Omkar (Indian Statistical Institute, Kolkata, 2022-07)

The problem of counting the number of subgraphs of a specific kind within an input graph G = (V,E) has been extensively studied in literature. However, when it comes to designing good algorithms for such problems, even ...
Implementation of Quantum Communication Protocols with IBM Qiskit [Checking Security of Protocols and Effect of Noise]

Basak, Nirupan (Indian Statistical Institute, Kolkata, 2022-07)

Abstract

Now showing items 1-20 of 528

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