3 papers
cs.CV2026
EpiMask: Leveraging Epipolar Distance Based Masks in Cross-Attention for Satellite Image Matching
Rahul Deshmukh, Aditya Chauhan, Avinash Kak
The deep-learning based image matching networks can now handle significantly larger variations in viewpoints and illuminations while providing matched pairs of pixels with sub-pixe…
cs.CV2025
SatDepth: A Novel Dataset for Satellite Image Matching
Rahul Deshmukh, Avinash Kak
Recent advances in deep-learning based methods for image matching have demonstrated their superiority over traditional algorithms, enabling correspondence estimation in challenging…
cs.CV2025
A Dataset and Framework for Learning State-invariant Object Representations
Rohan Sarkar, Avinash Kak
We add one more invariance - the state invariance - to the more commonly used other invariances for learning object representations for recognition and retrieval. By state invarian…