Multimedia event detection (MED) and multimedia event recounting (MER) are fundamental tasks in managing large amounts of unconstrained web videos, and have attracted a lot of att...
Xiaojun Chang, Yaoliang Yu, Yi Yang, Alexander G. ...
Tracking-by-learning strategies have been effective in solving many challenging problems in visual tracking, in which the learning sample generation and labeling play important r...
Xiangzeng Zhou, Lei Xie, Peng Zhang, Yanning Zhang
We present a novel, low-cost, interactive, exercise-based rehabilitation system. Our research involves the investigation and development of patient-centric, sensor-based rehabilit...
David S. Monaghan, Freddie Honohan, Edmond Mitchel...
User-generated tags associated with social images are frequently imprecise and incomplete. Therefore, a fundamental challenge in tag-based applications is the problem of tag relev...
We present Ubii (Ubiquitous interface and interaction), an interface system that aims to expand people’s perception and interaction from the digital space to the physical world....
Feature representation for multimedia content is the key to the progress of many fundamental multimedia tasks. Although recent advances in deep feature learning offer a promising...
Hanwang Zhang, Xindi Shang, Huan-Bo Luan, Yang Yan...
Human action recognition from realistic videos plays a key role in multimedia event detection and understanding. In this paper, a novel Trajectory Based Covariance (TBC) descripto...
Images in social networks share different destinies: some are going to become popular while others are going to be completely unnoticed. In this paper we propose to use visual se...
Francesco Gelli, Tiberio Uricchio, Marco Bertini, ...
Deep learning has shown outstanding performance in various machine learning tasks. However, the deep complex model structure and massive training data make it expensive to train. ...