Yongchao Xu*

Shifted Autoencoders for Point Annotation Restoration in Object Counting

"Object counting typically uses 2D point annotations. The complexity of object shapes and the subjectivity of annotators may lead to annotation inconsistency, potentially confusing counting model training. Some sophisticated noise-resistance counting methods have been proposed to alleviate this issu…