3.8k citations · 3.9k across the 16 of their papers we have counts for
11 papers · 1 filter
DUT: Learning Video Stabilization by Simply Watching Unstable Videos
Yufei Xu, Jing Zhang, Stephen J. Maybank +1
Previous deep learning-based video stabilizers require a large scale of paired unstable and stable videos for training, which are difficult to collect. Traditional trajectory-based…
Wide-angle Image Rectification: A Survey
Jinlong Fan, Jing Zhang, Stephen J. Maybank +1
Wide field-of-view (FOV) cameras, which capture a larger scene area than narrow FOV cameras, are used in many applications including 3D reconstruction, autonomous driving, and vide…
General Data Analytics with Applications to Visual Information Analysis: A Provable Backward-Compatible Semisimple Paradigm over T-Algebra
Liang Liao, Stephen John Maybank
We consider a novel backward-compatible paradigm of general data analytics over a recently-reported semisimple algebra (called t-algebra). We study the abstract algebraic framework…
Bridging Composite and Real: Towards End-to-end Deep Image Matting
Jizhizi Li, Jing Zhang, Stephen J. Maybank +1
Extracting accurate foregrounds from natural images benefits many downstream applications such as film production and augmented reality. However, the furry characteristics and vari…
Exposure Trajectory Recovery from Motion Blur
Youjian Zhang, Chaoyue Wang, Stephen J. Maybank +1
Motion blur in dynamic scenes is an important yet challenging research topic. Recently, deep learning methods have achieved impressive performance for dynamic scene deblurring. How…
3D-FUTURE: 3D Furniture shape with TextURE
Huan Fu, Rongfei Jia, Lin Gao +4
The 3D CAD shapes in current 3D benchmarks are mostly collected from online model repositories. Thus, they typically have insufficient geometric details and less informative textur…