research
∙
09/16/2023
Invertible Mosaic Image Hiding Network for Very Large Capacity Image Steganography
The existing image steganography methods either sequentially conceal sec...
share
research
∙
09/05/2022
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning
3D motion estimation from cine cardiac magnetic resonance (CMR) images i...
research
∙
08/10/2022
Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer
With the prevalence of LiDAR sensors in autonomous driving, 3D object tr...
research
∙
08/04/2022
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection
3D object detection using point clouds has attracted increasing attentio...
research
∙
07/29/2022
MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI
Recovering the 3D motion of the heart from cine cardiac magnetic resonan...
research
∙
12/06/2021
PTTR: Relational 3D Point Cloud Object Tracking with Transformer
In a point cloud sequence, 3D object tracking aims to predict the locati...
research
∙
07/20/2020
On Learned Sketches for Randomized Numerical Linear Algebra
We study "learning-based" sketching approaches for diverse tasks in nume...
research
∙
05/19/2020
Ultrasound Video Summarization using Deep Reinforcement Learning
Video is an essential imaging modality for diagnostics, e.g. in ultrasou...
research
∙
12/18/2019
Coupled Network for Robust Pedestrian Detection with Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling
Pedestrian detection methods have been significantly improved with the d...
research
∙
10/25/2019
Gated Multi-layer Convolutional Feature Extraction Network for Robust Pedestrian Detection
Pedestrian detection methods have been significantly improved with the d...
research
∙
08/07/2018