Locating and Counting Heads in Crowds With a Depth Prior

To simultaneously estimate the number of heads and locate heads with bounding boxes, we resort to detection-based crowd counting by leveraging RGB-D data and design a dual-path guided detection net…

Future Frame Prediction Network for Video Anomaly Detection

Video Anomaly detection in videos refers to the identification of events that do not conform to expected behavior. However, almost all existing methods cast this problem as the minimization of reco…

Spherical DNNs and Their Applications in 360∘∘ Images and Videos

Spherical images or videos, as typical non-euclidean data, are usually stored in the form of 2D panoramas obtained through an equirectangular projection, which is neither equal area nor conformal. …

Liquid Warping GAN With Attention : A Unified Framework for Human Image Synth…

We tackle human image synthesis, including human motion imitation, appearance transfer, and novel view synthesis, within a unified framework. It means that the model, once being trained, can be use…

Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks

Personalized Saliency and Its Prediction

Nearly all existing visual saliency models by far have focused on predicting a universal saliency map across all observers. Yet psychology studies suggest that visual attention of different observe…