Hashing in the Zero Shot Framework with Domain Adaptation

no code implementations • 7 Feb 2017 • Shubham Pachori, Ameya Deshpande, Shanmuganathan Raman

Therefore, we propose an algorithm to learn a hash function from training images belonging to `seen' classes which can efficiently encode images of `unseen' classes to binary codes.

Image Retrieval Quantization +2

Multi-Scale Saliency Detection using Dictionary Learning

no code implementations • 19 Nov 2016 • Shubham Pachori

We propose a method to detect saliency in the objects using multimodal dictionary learning which has been recently used in classification and image fusion.

Dictionary Learning General Classification +9

Zero Shot Hashing

no code implementations • 9 Oct 2016 • Shubham Pachori, Shanmuganathan Raman

In this work, we attempt to generate the hash codes for images belonging to unseen classes, information of which is available only through the textual corpus.

Object Recognition Zero-Shot Learning