no code implementations • 13 Apr 2022 • Ranju Mandal, Basim Azam, Brijesh Verma
However, deep learning models are not fully capable of exploiting visual and contextual information simultaneously.
no code implementations • 13 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.
no code implementations • 18 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.
no code implementations • 16 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.