MVImgNet: A Large-scale Dataset of Multi-view Images

no code implementations • CVPR 2023 • Xianggang Yu, Mutian Xu, Yidan Zhang, Haolin Liu, Chongjie Ye, Yushuang Wu, Zizheng Yan, Chenming Zhu, Zhangyang Xiong, Tianyou Liang, GuanYing Chen, Shuguang Cui, Xiaoguang Han

The birth of ImageNet drives a remarkable trend of "learning from large-scale data" in computer vision.

3D Object Classification Attribute

PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis

no code implementations • 10 Feb 2022 • Xianggang Yu, Jiapeng Tang, Yipeng Qin, Chenghong Li, Linchao Bao, Xiaoguang Han, Shuguang Cui

We present PVSeRF, a learning framework that reconstructs neural radiance fields from single-view RGB images, for novel view synthesis.

Disentanglement Novel View Synthesis

Pixel-level Intra-domain Adaptation for Semantic Segmentation

no code implementations • ACM International Conference on Multimedia 2021 • Zizheng Yan, Xianggang Yu, Yipeng Qin, Yushuang Wu, Xiaoguang Han, Shuguang Cui

Recent advances in unsupervised domain adaptation have achieved remarkable performance on semantic segmentation tasks.

Segmentation Semantic Segmentation +2

A deep learning based interactive sketching system for fashion images design

no code implementations • 9 Oct 2020 • Yao Li, Xianggang Yu, Xiaoguang Han, Nianjuan Jiang, Kui Jia, Jiangbo Lu

In this work, we propose an interactive system to design diverse high-quality garment images from fashion sketches and the texture information.

Intrinsic Image Decomposition Texture Synthesis