SHOE: Supervised Hashing with Output Embeddings

no code implementations • 30 Jan 2015 • Sravanthi Bondugula, Varun Manjunatha, Larry S. Davis, David Doermann

We present a supervised binary encoding scheme for image retrieval that learns projections by taking into account similarity between classes obtained from output embeddings.

Attribute Image Retrieval +2

Zero-shot Event Detection using Multi-modal Fusion of Weakly Supervised Concepts

no code implementations • CVPR 2014 • Shuang Wu, Sravanthi Bondugula, Florian Luisier, Xiaodan Zhuang, Pradeep Natarajan

Current state-of-the-art systems for visual content analysis require large training sets for each class of interest, and performance degrades rapidly with fewer examples.

Attribute Event Detection