Automatic Curation of Golf Highlights using Multimodal Excitement Features

no code implementations • 22 Jul 2017 • Michele Merler, Dhiraj Joshi, Quoc-Bao Nguyen, Stephen Hammer, John Kent, John R. Smith, Rogerio S. Feris

The production of sports highlight packages summarizing a game's most exciting moments is an essential task for broadcast media.

Action Recognition Retrieval +2

Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images

no code implementations • 14 Oct 2016 • Noel Codella, Quoc-Bao Nguyen, Sharath Pankanti, David Gutman, Brian Helba, Allan Halpern, John R. Smith

Compared to the average of 8 expert dermatologists on a subset of 100 test images, the proposed system produces a higher accuracy (76% vs. 70. 5%), and specificity (62% vs. 59%) evaluated at an equivalent sensitivity (82%).

Specificity