27 citations · 56 across the 10 of their papers we have counts for
3 papers · 1 filter
Efficient Bitmap-based Indexing and Retrieval of Similarity Search Image Queries
Omid Jafari, Parth Nagarkar, Jonathan Montaño
Finding similar images is a necessary operation in many multimedia applications. Images are often represented and stored as a set of high-dimensional features, which are extracted…
Drawbacks and Proposed Solutions for Real-time Processing on Existing State-of-the-art Locality Sensitive Hashing Techniques
Omid Jafari, Khandker Mushfiqul Islam, Parth Nagarkar
Nearest-neighbor query processing is a fundamental operation for many image retrieval applications. Often, images are stored and represented by high-dimensional vectors that are ge…
qwLSH: Cache-conscious Indexing for Processing Similarity Search Query Workloads in High-Dimensional Spaces
Omid Jafari, John Ossorgin, Parth Nagarkar
Similarity search queries in high-dimensional spaces are an important type of queries in many domains such as image processing, machine learning, etc. Since exact similarity search…