22 citations · 24 across the 12 of their papers we have counts for
13 papers
Mitigating Bad Ground Truth in Supervised Machine Learning based Crop Classification: A Multi-Level Framework with Sentinel-2 Images
Sanayya A, Amoolya Shetty, Abhijeet Sharma +6
In agricultural management, precise Ground Truth (GT) data is crucial for accurate Machine Learning (ML) based crop classification. Yet, issues like crop mislabeling and incorrect…
Application of Zone Method based Physics-Informed Neural Networks in Reheating Furnaces
Ujjal Kr Dutta, Aldo Lipani, Chuan Wang +1
Foundation Industries (FIs) constitute glass, metals, cement, ceramics, bulk chemicals, paper, steel, etc. and provide crucial, foundational materials for a diverse set of economic…
Fuse and Attend: Generalized Embedding Learning for Art and Sketches
Ujjal Kr Dutta
While deep Embedding Learning approaches have witnessed widespread success in multiple computer vision tasks, the state-of-the-art methods for representing natural images need not…
Multispectral Satellite Data Classification using Soft Computing Approach
Purbarag Pathak Choudhury, Ujjal Kr Dutta, Dhruba Kr Bhattacharyya
A satellite image is a remotely sensed image data, where each pixel represents a specific location on earth. The pixel value recorded is the reflection radiation from the earth's s…
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-Commerce
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar +1
In this paper, we address a crucial problem in fashion e-commerce (with respect to customer experience, as well as revenue): color variants identification, i.e., identifying fashio…
Seeing Objects in dark with Continual Contrastive Learning
Ujjal Kr Dutta
Object Detection, a fundamental computer vision problem, has paramount importance in smart camera systems. However, a truly reliable camera system could be achieved if and only if…