2 papers
cs.CV2025
Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation
Renhao Lu
Recent advancements in deep neural networks have significantly enhanced the performance of semantic segmentation. However, class imbalance and instance imbalance remain persistent…
cs.CV2025
Steerable Pyramid Weighted Loss: Multi-Scale Adaptive Weighting for Semantic Segmentation
Renhao Lu
Semantic segmentation is a core task in computer vision with applications in biomedical imaging, remote sensing, and autonomous driving. While standard loss functions such as cross…