3 citations · 3 across the 4 of their papers we have counts for
7 papers
Use square root affinity to regress labels in semantic segmentation
Lumeng Cao, Zhouwang Yang
Semantic segmentation is a basic but non-trivial task in computer vision. Many previous work focus on utilizing affinity patterns to enhance segmentation networks. Most of these st…
Multi-Instance Learning by Utilizing Structural Relationship among Instances
Yangling Ma, Zhouwang Yang
Multi-Instance Learning(MIL) aims to learn the mapping between a bag of instances and the bag-level label. Therefore, the relationships among instances are very important for learn…
Forecasting confirmed cases of the COVID-19 pandemic with a migration-based epidemiological model
Xinyu Wang, Lu Yang, Hong Zhang +2
The unprecedented coronavirus disease 2019 (COVID-19) pandemic is still a worldwide threat to human life since its invasion into the daily lives of the public in the first several…
A Group Norm Regularized Factorization Model for Subspace Segmentation
Xishun Wang, Zhouwang Yang, Xingye Yue +1
Subspace segmentation assumes that data comes from the union of different subspaces and the purpose of segmentation is to partition the data into the corresponding subspace. Low-ra…
Geometric Operator Convolutional Neural Network
Yangling Ma, Yixin Luo, Zhouwang Yang
The Convolutional Neural Network (CNN) has been successfully applied in many fields during recent decades; however it lacks the ability to utilize prior domain knowledge when deali…
Video-based Person Re-identification via 3D Convolutional Networks and Non-local Attention
Xingyu Liao, Lingxiao He, Zhouwang Yang +1
Video-based person re-identification (ReID) is a challenging problem, where some video tracks of people across non-overlapping cameras are available for matching. Feature aggregati…