Search Results for author: Silky Singh

Found 2 papers, 1 papers with code

LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training

1 code implementation22 Aug 2023 Silky Singh, Shripad Deshmukh, Mausoom Sarkar, Balaji Krishnamurthy

We demonstrate the effectiveness of our approach, named LOCATE, on multiple standard video object segmentation, image saliency detection, and object segmentation benchmarks, achieving results on par with and, in many cases surpassing state-of-the-art methods.

Object Object Discovery +5

FODVid: Flow-guided Object Discovery in Videos

no code implementations10 Jul 2023 Silky Singh, Shripad Deshmukh, Mausoom Sarkar, Rishabh Jain, Mayur Hemani, Balaji Krishnamurthy

Segmentation of objects in a video is challenging due to the nuances such as motion blurring, parallax, occlusions, changes in illumination, etc.

Object Object Discovery +5

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