no code implementations • 26 Nov 2023 • Zhiyu Qu, Lan Yang, Honggang Zhang, Tao Xiang, Kaiyue Pang, Yi-Zhe Song
Creating multi-view wire art (MVWA), a static 3D sculpture with diverse interpretations from different viewpoints, is a complex task even for skilled artists.
1 code implementation • CVPR 2022 • Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song
Our key discovery lies in exploiting the magnitude (L2 norm) of a sketch feature as a quantitative quality metric.
no code implementations • ICCV 2021 • Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song
The superiority of explicitly abstracting sketch representation is empirically validated on a number of sketch analysis tasks, including sketch recognition, fine-grained sketch-based image retrieval, and generative sketch healing.
no code implementations • 30 Jan 2015 • Lan Yang, Jingbin Wang, Yujin Tu, Prarthana Mahapatra, Nelson Cardoso
This paper proposes a new method for vector quantization by minimizing the Kullback-Leibler Divergence between the class label distributions over the quantization inputs, which are original vectors, and the output, which is the quantization subsets of the vector set.