56 citations · 224 across the 17 of their papers we have counts for
11 papers · 1 filter
FusionCount: Efficient Crowd Counting via Multiscale Feature Fusion
Yiming Ma, Victor Sanchez, Tanaya Guha
State-of-the-art crowd counting models follow an encoder-decoder approach. Images are first processed by the encoder to extract features. Then, to account for perspective distortio…
Improving Face-Based Age Estimation with Attention-Based Dynamic Patch Fusion
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
With the increasing popularity of convolutional neural networks (CNNs), recent works on face-based age estimation employ these networks as the backbone. However, state-of-the-art C…
Multi-Camera Trajectory Forecasting with Trajectory Tensors
Olly Styles, Tanaya Guha, Victor Sanchez
We introduce the problem of multi-camera trajectory forecasting (MCTF), which involves predicting the trajectory of a moving object across a network of cameras. While multi-camera…
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…
Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss
Haoyi Wang, Victor Sanchez, Chang-Tsun Li
The vanilla Generative Adversarial Networks (GAN) are commonly used to generate realistic images depicting aged and rejuvenated faces. However, the performance of such vanilla GANs…
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…
Fusion Network for Face-based Age Estimation
Haoyi Wang, Xingjie Wei, Victor Sanchez +1
Convolutional Neural Networks (CNN) have been applied to age-related research as the core framework. Although faces are composed of numerous facial attributes, most works with CNNs…