61 citations · 576 across the 47 of their papers we have counts for
6 papers · 1 filter
Learning from Web Data: the Benefit of Unsupervised Object Localization
Xiaoxiao Sun, Liang Zheng, Yu-Kun Lai +1
Annotating a large number of training images is very time-consuming. In this background, this paper focuses on learning from easy-to-acquire web data and utilizes the learned model…
VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation
Hsien-Yu Meng, Lin Gao, YuKun Lai +1
We present a novel algorithm for point cloud segmentation. Our approach transforms unstructured point clouds into regular voxel grids, and further uses a kernel-based interpolated…
Content-Preserving Image Stitching with Regular Boundary Constraints
Yun Zhang, Yu-Kun Lai, Fang-Lue Zhang
This paper proposes an approach to content-preserving stitching of images with regular boundary constraints, which aims to stitch multiple images to generate a panoramic image with…
A Deep Learning Driven Active Framework for Segmentation of Large 3D Shape Collections
David George, Xianguha Xie, Yu-Kun Lai +1
High-level shape understanding and technique evaluation on large repositories of 3D shapes often benefit from additional information known about the shapes. One example of such inf…
HDFD --- A High Deformation Facial Dynamics Benchmark for Evaluation of Non-Rigid Surface Registration and Classification
Gareth Andrews, Sam Endean, Roberto Dyke +3
Objects that undergo non-rigid deformation are common in the real world. A typical and challenging example is the human faces. While various techniques have been developed for defo…
Alive Caricature from 2D to 3D
Qianyi Wu, Juyong Zhang, Yu-Kun Lai +2
Caricature is an art form that expresses subjects in abstract, simple and exaggerated view. While many caricatures are 2D images, this paper presents an algorithm for creating expr…