10 citations · 10 across the 4 of their papers we have counts for
4 papers · 1 filter
Context-based Deep Learning Architecture with Optimal Integration Layer for Image Parsing
Ranju Mandal, Basim Azam, Brijesh Verma
Deep learning models have been efficient lately on image parsing tasks. However, deep learning models are not fully capable of exploiting visual and contextual information simultan…
Deep Learning Model with GA based Feature Selection and Context Integration
Ranju Mandal, Basim Azam, Brijesh Verma +1
Deep learning models have been very successful in computer vision and image processing applications. Since its inception, Many top-performing methods for image segmentation are bas…
Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval
Ranju Mandal, Partha Pratim Roy, Umapada Pal +1
An end-to-end architecture for multi-script document retrieval using handwritten signatures is proposed in this paper. The user supplies a query signature sample and the system exc…
Assessing fish abundance from underwater video using deep neural networks
Ranju Mandal, Rod M. Connolly, Thomas A. Schlacherz +1
Uses of underwater videos to assess diversity and abundance of fish are being rapidly adopted by marine biologists. Manual processing of videos for quantification by human analysts…