How the brain balances continuity and segmentation

Life doesn't arrive in neat chapters. It flows, one conversation bleeding into the next, one thought quietly reshaping the one that follows. Yet our brains do something remarkable: they preserve a ...
IEEE

Optimized Ensemble Learning for Semantic Segmentation of Satellite Imagery Using DeepLabV3+ and UNet With PSO and Cross-Dataset Evaluation

Abstract: Semantic segmentation is critical in remote sensing applications such as urban planning, disaster management, and environmental monitoring. However, segmenting complex satellite images ...
GitHub

Semantic Segmentation Leaderboard #3865

Earlier, at the "Papers with Code" website, I could find the leaderboard for semantic segmentation (e.g., for ADE20K dataset). But, the "Papers with Code" website has disappeared and attempt to go ...
IEEE

Grid Point Serialized Transformer for LiDAR Point Cloud Semantic Segmentation in Various Densities and Heights Scenes

Abstract: Point cloud semantic segmentation is among the important tasks to achieve comprehensive perception of 3D environments. However, current segmentation methods suffer from limited local ...
Scientific Research Publishing

Xie, E., Wang, W., Yu, Z., et al. (2021) SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers. 35th Conference on Neural Information Processing ...

ABSTRACT: To address the challenges of morphological irregularity and boundary ambiguity in colorectal polyp image segmentation, we propose a Dual-Decoder Pyramid Vision Transformer Network (DDPVT-Net ...