628 citations · 2.1k across the 30 of their papers we have counts for
4 papers · 1 filter
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision
Marius Leordeanu, Alexandra Radu, Shumeet Baluja +1
Feature selection is essential for effective visual recognition. We propose an efficient joint classifier learning and feature selection method that discovers sparse, compact repre…
Coreset-Based Adaptive Tracking
Abhimanyu Dubey, Nikhil Naik, Dan Raviv +2
We propose a method for learning from streaming visual data using a compact, constant size representation of all the data that was seen until a given moment. Specifically, we const…
Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video
Luca Del Pero, Susanna Ricco, Rahul Sukthankar +1
We propose an automatic system for organizing the content of a collection of unstructured videos of an articulated object class (e.g. tiger, horse). By exploiting the recurring mot…
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images
Chen Sun, Sanketh Shetty, Rahul Sukthankar +1
We address the problem of fine-grained action localization from temporally untrimmed web videos. We assume that only weak video-level annotations are available for training. The go…