Scalable Gaussian Processes for Supervised Hashing

no code implementations • 25 Apr 2016 • Bahadir Ozdemir, Larry S. Davis

We propose a flexible procedure for large-scale image search by hash functions with kernels.

Binary Classification Gaussian Processes +4

Supervised Incremental Hashing

no code implementations • 25 Apr 2016 • Bahadir Ozdemir, Mahyar Najibi, Larry S. Davis

In the first stage of classification, binary codes are considered as class labels by a set of binary SVMs; each corresponds to one bit.

General Classification Image Retrieval

A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process

no code implementations • NeurIPS 2014 • Bahadir Ozdemir, Larry S. Davis

We propose a multimodal retrieval procedure based on latent feature models.

Attribute Retrieval +1