Search Results for author: Jayanta Mukhopadhyay

Found 6 papers, 1 papers with code

Sub-Aperture Feature Adaptation in Single Image Super-resolution Model for Light Field Imaging

no code implementations25 Jul 2022 Aupendu Kar, Suresh Nehra, Jayanta Mukhopadhyay, Prabir Kumar Biswas

However, the spatial resolution is significantly constrained in commercial microlens based LF cameras because of the inherent multiplexing of spatial and angular information.

Image Super-Resolution

Deriving Explanation of Deep Visual Saliency Models

no code implementations8 Sep 2021 Sai Phani Kumar Malladi, Jayanta Mukhopadhyay, Chaker Larabi, Santanu Chaudhury

Then, we evaluate and compare the performance of the explainable models derived from UNISAL, MSI-Net and CMRNet on three benchmark datasets with other state-of-the-art methods.

Explainable Models Saliency Prediction

RECAL: Reuse of Established CNN classifer Apropos unsupervised Learning paradigm

no code implementations15 Jun 2019 Jayasree Saha, Jayanta Mukhopadhyay

Our loss function uses the heuristics that true partitioning entails lower entropy given that the class distribution is not heavily skewed.

Clustering

Efficient Retrieval of Logos Using Rough Set Reducts

no code implementations10 Apr 2019 Ushasi Chaudhuri, Partha Bhowmick, Jayanta Mukhopadhyay

Searching for similar logos in the registered logo database is a very important and tedious task at the trademark office.

Retrieval

Visual Based Navigation of Mobile Robots

no code implementations15 Dec 2017 Shailja, Soumabh Bhowmick, Jayanta Mukhopadhyay

We have developed an algorithm to generate a complete map of the traversable region for a personal assistant robot using monocular vision only.

Clustering

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