44 citations · 47 across the 4 of their papers we have counts for
7 papers · 1 filter
On the detection-to-track association for online multi-object tracking
Xufeng Lin, Chang-Tsun Li, Victor Sanchez +1
Driven by recent advances in object detection with deep neural networks, the tracking-by-detection paradigm has gained increasing prevalence in the research community of multi-obje…
Video Anomaly Detection by Estimating Likelihood of Representations
Yuqi Ouyang, Victor Sanchez
Video anomaly detection is a challenging task not only because it involves solving many sub-tasks such as motion representation, object localization and action recognition, but als…
Ensemble Network for Ranking Images Based on Visual Appeal
Sachin Singh, Victor Sanchez, Tanaya Guha
We propose a computational framework for ranking images (group photos in particular) taken at the same event within a short time span. The ranking is expected to correspond with hu…
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras
Olly Styles, Tanaya Guha, Victor Sanchez +1
We introduce the task of multi-camera trajectory forecasting (MCTF), where the future trajectory of an object is predicted in a network of cameras. Prior works consider forecasting…
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments
Olly Styles, Tanaya Guha, Victor Sanchez
This paper introduces the problem of multiple object forecasting (MOF), in which the goal is to predict future bounding boxes of tracked objects. In contrast to existing works on o…
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data
Olly Styles, Arun Ross, Victor Sanchez
Reliable anticipation of pedestrian trajectory is imperative for the operation of autonomous vehicles and can significantly enhance the functionality of advanced driver assistance…