10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 10 cited
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
Zifu Wang, Maxim Berman, Amal Rannen-Triki +6
Semantic segmentation datasets often exhibit two types of imbalance: \textit{class imbalance}, where some classes appear more frequently than others and \textit{size imbalance}, wh…
cs.LG2022
MRF-UNets: Searching UNet with Markov Random Fields
Zifu Wang, Matthew B. Blaschko
UNet [27] is widely used in semantic segmentation due to its simplicity and effectiveness. However, its manually-designed architecture is applied to a large number of problem setti…