5 papers · 1 filter
LEMMA: Laplacian pyramids for Efficient Marine SeMAntic Segmentation
Ishaan Gakhar, Laven Srivastava, Sankarshanaa Sagaram +2
Semantic segmentation in marine environments is crucial for the autonomous navigation of unmanned surface vessels (USVs) and coastal Earth Observation events such as oil spills. Ho…
DEAL-YOLO: Drone-based Efficient Animal Localization using YOLO
Aditya Prashant Naidu, Hem Gosalia, Ishaan Gakhar +3
Although advances in deep learning and aerial surveillance technology are improving wildlife conservation efforts, complex and erratic environmental conditions still pose a problem…
HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction
Shaurya Singh Rathore, Aravind Shenoy, Krish Didwania +2
Recent advancements in image translation for enhancing mixed-exposure images have demonstrated the transformative potential of deep learning algorithms. However, addressing extreme…
Fourier Domain Adaptation for Traffic Light Detection in Adverse Weather
Ishaan Gakhar, Aryesh Guha, Aryaman Gupta +2
Traffic light detection under adverse weather conditions remains largely unexplored in ADAS systems, with existing approaches relying on complex deep learning methods that introduc…
Solar Panel Segmentation :Self-Supervised Learning Solutions for Imperfect Datasets
Sankarshanaa Sagaram, Krish Didwania, Laven Srivastava +3
The increasing adoption of solar energy necessitates advanced methodologies for monitoring and maintenance to ensure optimal performance of solar panel installations. A critical co…