56 citations · 224 across the 17 of their papers we have counts for
23 papers
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…
Deep Learning for Predictive Analytics in Reversible Steganography
Ching-Chun Chang, Xu Wang, Sisheng Chen +3
Deep learning is regarded as a promising solution for reversible steganography. There is an accelerating trend of representing a reversible steo-system by monolithic neural network…
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…