SPMUNet: Semantic segmentation of citrus surface defects driven by superpixel feature

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 25.7K citations

Computing, Computer Science, Computer Vision +15

A survey of deep neural network architectures and their applications

Weibo Liu, Zidong Wang, Xiaohui Liu et al. · Neurocomputing · 2016 · 3.3K citations

Computing, Computer Engineering, Computer Science +12

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

Nabil Ibtehaz, M. Sohel Rahman · Neural Networks · 2019 · 2.3K citations · Full text

Computing, Biomedical Engineering, Biomedical Imaging +12

UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer

Haonan Wang, Peng Cao, Jiaqi Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 1K citations · Full text

Computing, Computer Science, Computer Vision +15

A survey of loss functions for semantic segmentation

2020 · 890 citations · Full text

Computing, Computer Science, Computer Vision +13