10 citations · 10 across the 3 of their papers we have counts for
7 papers
Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints
Hao Xue, Du Q. Huynh, Mark Reynolds
Pedestrian trajectory prediction is valuable for understanding human motion behaviors and it is challenging because of the social influence from other pedestrians, the scene constr…
Hit ratio: An Evaluation Metric for Hashtag Recommendation
Areej Alsini, Du Q. Huynh, Amitava Datta
Hashtag recommendation is a crucial task, especially with an increase of interest in using social media platforms such as Twitter in the last decade. Hashtag recommendation systems…
Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories
Hao Xue, Du. Q. Huynh, Mark Reynolds
Pedestrian trajectory prediction is a challenging task as there are three properties of human movement behaviors which need to be addressed, namely, the social influence from other…
Loss Switching Fusion with Similarity Search for Video Classification
Lei Wang, Du Q. Huynh, Moussa Reda Mansour
From video streaming to security and surveillance applications, video data play an important role in our daily living today. However, managing a large amount of video data and retr…
A Comparative Review of Recent Kinect-based Action Recognition Algorithms
Lei Wang, Du Q. Huynh, Piotr Koniusz
Video-based human action recognition is currently one of the most active research areas in computer vision. Various research studies indicate that the performance of action recogni…
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition with CNNs
Lei Wang, Piotr Koniusz, Du Q. Huynh
In this paper, we revive the use of old-fashioned handcrafted video representations for action recognition and put new life into these techniques via a CNN-based hallucination step…