Search Results for author: Ranju Mandal

Found 4 papers, 0 papers with code

Context-based Deep Learning Architecture with Optimal Integration Layer for Image Parsing

no code implementations13 Apr 2022 Ranju Mandal, Basim Azam, Brijesh Verma

However, deep learning models are not fully capable of exploiting visual and contextual information simultaneously.

Deep Learning Model with GA based Feature Selection and Context Integration

no code implementations13 Apr 2022 Ranju Mandal, Basim Azam, Brijesh Verma, Mengjie Zhang

The empirical analysis reveals that optimized visual features with global and local contextual information play a significant role to improve accuracy and produce stable predictions comparable to state-of-the-art deep CNN models.

feature selection Image Segmentation +1

Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval

no code implementations18 Jul 2018 Ranju Mandal, Partha Pratim Roy, Umapada Pal, Michael Blumenstein

Finally, three distance measures were used to match a query signature with the signature present in target documents for retrieval.

Retrieval

Assessing fish abundance from underwater video using deep neural networks

no code implementations16 Jul 2018 Ranju Mandal, Rod M. Connolly, Thomas A. Schlacherz, Bela Stantic

Uses of underwater videos to assess diversity and abundance of fish are being rapidly adopted by marine biologists.

Fish Detection object-detection +1

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