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cs.CV2024
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…
cs.CV2024
Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval
Rohan Sarkar, Avinash Kak
In the context of pose-invariant object recognition and retrieval, we demonstrate that it is possible to achieve significant improvements in performance if both the category-based…