407 citations · 1.3k across the 34 of their papers we have counts for
9 papers · 1 filter
Context Aware Road-user Importance Estimation (iCARE)
Alireza Rahimpour, Sujitha Martin, Ashish Tawari +1
Road-users are a critical part of decision-making for both self-driving cars and driver assistance systems. Some road-users, however, are more important for decision-making than ot…
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns
Zhibo Wang, Siyan Zheng, Mengkai Song +3
Person re-identification (re-ID) is the task of matching person images across camera views, which plays an important role in surveillance and security applications. Inspired by gre…
Non-Local Representation based Mutual Affine-Transfer Network for Photorealistic Stylization
Ying Qu, Zhenzhou Shao, Hairong Qi
Photorealistic stylization aims to transfer the style of a reference photo onto a content photo in a natural fashion, such that the stylized image looks like a real photo taken by…
RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles
Ramin Nabati, Hairong Qi
Region proposal algorithms play an important role in most state-of-the-art two-stage object detection networks by hypothesizing object locations in the image. Nonetheless, region p…
Investigating Channel Pruning through Structural Redundancy Reduction -- A Statistical Study
Chengcheng Li, Zi Wang, Dali Wang +2
Most existing channel pruning methods formulate the pruning task from a perspective of inefficiency reduction which iteratively rank and remove the least important filters, or find…
Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-Net
Ying Qu, Hairong Qi, Chiman Kwan +2
Hyperspectral images (HSI) provide rich spectral information that contributed to the successful performance improvement of numerous computer vision tasks. However, it can only be a…