Search Results for author: Satyam Mohla

Found 2 papers, 1 papers with code

Multimodal Noisy Segmentation based fragmented burn scars identification in Amazon Rainforest

no code implementations10 Sep 2020 Satyam Mohla, Sidharth Mohla, Anupam Guha, Biplab Banerjee

However, the task to segment burn marks is difficult because of its indistinguishably with similar looking land patterns, severe fragmented nature of burn marks and partially labelled noisy datasets.

Management

Teaching CNNs to mimic Human Visual Cognitive Process & regularise Texture-Shape bias

1 code implementation25 Jun 2020 Satyam Mohla, Anshul Nasery, Biplab Banerjee

Recent experiments in computer vision demonstrate texture bias as the primary reason for supreme results in models employing Convolutional Neural Networks (CNNs), conflicting with early works claiming that these networks identify objects using shape.

Object Recognition

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