Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and Method

1 code implementation • 16 May 2024 • Weizhen Liu, Ao Li, Ze Wu, Yue Li, Baobin Ge, Guangyu Lan, Shilin Chen, Minghe Li, Yunfei Liu, Xiaohui Yuan, Nanqing Dong

Hierarchical leaf vein segmentation is a crucial but under-explored task in agricultural sciences, where analysis of the hierarchical structure of plant leaf venation can contribute to plant breeding.

Tracking Objects as Pixel-wise Distributions

1 code implementation • 12 Jul 2022 • Zelin Zhao, Ze Wu, Yueqing Zhuang, Boxun Li, Jiaya Jia

During inference, a pixel-wise association procedure is proposed to recover object connections through frames based on the pixel-wise prediction.

Multi-Object Tracking Object