Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
LoGoSeg: Integrating Local and Global Features for Open-Vocabulary Semantic Segmentation	Junyang Chen, Xiangbo Lv, Zhiqiang Kou	2026	arxiv 2602.05578
Time2General: Learning Spatiotemporal Invariant Representations for Domain-Generalization Video Semantic Segmentation	Siyu Chen, Ting Han, Haoling Huang	2026	arxiv 2602.09648
LASA: Language-and-Source-Anchored Alignment for Domain Generalized Semantic Segmentation	Jinhong Zhu, Weiqi Yan, Shengchuan Zhang	2026	arxiv 2608.08805
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation	Shigemichi Matsuzaki, Hiroaki Masuzawa, Jun Miura	2023	arxiv 2303.00979
SegFly: A Dataset and 2D-3D-2D Paradigm for Aerial RGB-Thermal Semantic Segmentation at Scale	Markus Gross, Sai Bharadhwaj Matha, Rui Song	2026	arxiv 2603.17920
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net	Pierre Biasutti, Vincent Lepetit, Jean-François Aujol	2019	arxiv 1908.11656
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer	Hongruixuan Chen, Chen Wu, Yonghao Xu	2021	arxiv 2109.08912
LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation	Florent Bartoccioni, Éloi Zablocki, Andrei Bursuc	2022	arxiv 2206.13294
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions	Tobias Kalb, Jürgen Beyerer	2023	arxiv 2303.14115
SAN: Scale-Aware Network for Semantic Segmentation of High-Resolution Aerial Images	Jingbo Lin, Weipeng Jing, Houbing Song	2019	arxiv 1907.03089
Point-Plane Projections for Accurate LiDAR Semantic Segmentation in Small Data Scenarios	Simone Mosco, Daniel Fusaro, Wanmeng Li	2025	arxiv 2509.10841
Deep Semantic Segmentation for Multi-Source Localization Using Angle of Arrival Measurements	Mustafa Atahan Nuhoglu, Hakan Ali Cirpan	2025	arxiv 2506.10107
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation	Pan Liu, Jinshi Liu	2025	arxiv 2509.16704
DCP-Net: A Distributed Collaborative Perception Network for Remote Sensing Semantic Segmentation	Zhechao Wang, Peirui Cheng, Shujing Duan	2023	arxiv 2309.02230
SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition Images	Sara Mousavi, Zhenning Yang, Kelley Cross	2022	arxiv 2202.11900
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation	Quang Nguyen, Truong Vu, Anh Tran	2023	arxiv 2309.14303
Top-K Pooling with Patch Contrastive Learning for Weakly-Supervised Semantic Segmentation	Wangyu Wu, Tianhong Dai, Xiaowei Huang	2023	arxiv 2310.09828
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation	Ahmad Mohammadshirazi, Ali Nosrati Firoozsalari, Mengxi Zhou	2024	arxiv 2406.17591
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks	Edgar Heinert, Stephan Tilgner, Timo Palm	2024	arxiv 2409.11373
Label-Efficient Semantic Segmentation of LiDAR Point Clouds in Adverse Weather Conditions	Aldi Piroli, Vinzenz Dallabetta, Johannes Kopp	2024	arxiv 2406.09906

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