A5098933894- Industrial Vision Systems and Defect Detection
- Advanced Vision and Imaging
- CCD and CMOS Imaging Sensors
- Visual Attention and Saliency Detection
- Generative Adversarial Networks and Image Synthesis
- Computer Graphics and Visualization Techniques
Indian Institute of Technology Kanpur
2024-2025
Ubiquitous applications of Deep neural networks (DNNs) in different artificial intelligence systems have led to their adoption solving challenging visualization problems recent years. While sophisticated DNNs offer an impressive generalization, it is imperative comprehend the quality, confidence, robustness, and uncertainty associated with prediction. A thorough understanding these quantities produces actionable insights that help application scientists make informed decisions....
Ubiquitous applications of Deep neural networks (DNNs) in different artificial intelligence systems have led to their adoption solving challenging visualization problems recent years. While sophisticated DNNs offer an impressive generalization, it is imperative comprehend the quality, confidence, robustness, and uncertainty associated with prediction. A thorough understanding these quantities produces actionable insights that help application scientists make informed decisions....