77 citations · 141 across the 3 of their papers we have counts for
4 papers
Select-Mosaic: Data Augmentation Method for Dense Small Object Scenes
Hao Zhang, Shuaijie Zhang, Renbin Zou
Data augmentation refers to the process of applying a series of transformations or expansions to original data to generate new samples, thereby increasing the diversity and quantit…
Focaler-IoU: More Focused Intersection over Union Loss
Hao Zhang, Shuaijie Zhang
Bounding box regression plays a crucial role in the field of object detection, and the positioning accuracy of object detection largely depends on the loss function of bounding box…
Shape-IoU: More Accurate Metric considering Bounding Box Shape and Scale
Hao Zhang, Shuaijie Zhang
As an important component of the detector localization branch, bounding box regression loss plays a significant role in object detection tasks. The existing bounding box regression…
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box
Hao Zhang, Cong Xu, Shuaijie Zhang
With the rapid development of detectors, Bounding Box Regression (BBR) loss function has constantly updated and optimized. However, the existing IoU-based BBR still focus on accele…