27 citations · 56 across the 10 of their papers we have counts for
3 papers · 1 filter
A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data
Shikun Zhang, Omid Jafari, Parth Nagarkar
Machine learning has been utilized to perform tasks in many different domains such as classification, object detection, image segmentation and natural language analysis. Data label…
A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems
Nada Ibrahim, Preeti Maurya, Omid Jafari +1
Video analytics systems perform automatic events, movements, and actions recognition in a video and make it possible to execute queries on the video. As a result of a large number…
A Survey on Locality Sensitive Hashing Algorithms and their Applications
Omid Jafari, Preeti Maurya, Parth Nagarkar +2
Finding nearest neighbors in high-dimensional spaces is a fundamental operation in many diverse application domains. Locality Sensitive Hashing (LSH) is one of the most popular tec…