Spatial Structure and Selective Text jointly Facilitate Image Clustering

Feijing Li, Zizheng Jiu, Jieting Wang, Yuhua Qian, Lu Chen.

Image clustering is a fundamental task in visual machine learning. A key research direction in this field is the incorporation of prior knowledge.

ICLR

Mining Association Patterns from Neighborhood Insight

Honghong Cheng, Yuhua Qian*, Xinyan Liang, Jiye Liang, Qingfu Zhang

Detecting and identifying complex association patterns between two variables is a fundamental task. This requires association measures that satisfy both generality (the ability to capture a wide range of association structures) and equitability (the absence of bias toward specific association types).

IEEE Transactions on Pattern Analysis and Machine Intelligence

M3D: A Benchmark Dataset and Model for Microscopic 3D Shape Reconstruction.

Tao Yan, Yingying Wang, Yuhua Qian*, Jiangfeng Zhang, Feijiang Li, Peng Wu, Lu Chen, Jieru Jia, Xiaoying Guo.

Microscopic 3D shape reconstruction using depth from focus (DFF) is crucial in precision manufacturing for 3D modeling and quality control.

IEEE Transactions on Image Processing (TIP)

分数域调制的微观三维重建方法

闫涛, 李小辉, 钱宇华*, 张江峰 , 李飞江, 王婕婷, 杜亮，徐丽云, 吴鹏， 张临垣, 翟小鹏。

微观三维重建作为现代质量控制领域的使能技术，在精密制造、集成电路和空天科技等领域具有重要应用价值。然而，当前主流的激光共聚焦三维重建与结构光三维重建等方法普遍存在硬件成本高、微米级分辨率受限等瓶颈。

中国科学信息科学