Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
CitySeg: A 3D Open Vocabulary Semantic Segmentation Foundation Model in City-scale Scenarios	Jialei Xu, Zizhuang Wei, Weikang You	2025	arxiv 2508.09470
APCoTTA: Continual Test-Time Adaptation for Semantic Segmentation of Airborne LiDAR Point Clouds	Yuan Gao, Shaobo Xia, Sheng Nie	2025	arxiv 2505.09971
Reload-Mamba: Hierarchical Anti-Dilution State-Space Modeling for Multi-Class Semantic Segmentation	Sheng-Wei Chan, Hsin-Jui Pan, Jen-Shiun Chiang	2026	arxiv 2606.17966
Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees	Vikas Agaradahalli Gurumurthy, Ramesh Kestur, Omkar Narasipura	2019	arxiv 1907.06915
SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation	Jun Yin, Fei Wu, Yupeng Ren	2025	arxiv 2507.11994
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion	Angel Villar-Corrales, Moritz Austermann, Sven Behnke	2024	arxiv 2405.19921
RA-Nav: A Risk-Aware Navigation System Based on Semantic Segmentation for Aerial Robots in Unpredictable Environments	Ziyi Zong, Xin Dong, Jinwu Xiang	2026	arxiv 2602.17515
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation	Kehan Li, Zhennan Wang, Zesen Cheng	2022	arxiv 2210.05944
MetaSketch: Wireless Semantic Segmentation by Metamaterial Surfaces	Jingzhi Hu, Hongliang Zhang, Kaigui Bian	2021	arxiv 2108.06456
Boundary Knowledge Translation based Reference Semantic Segmentation	Lechao Cheng, Zunlei Feng, Xinchao Wang	2021	arxiv 2108.01075
Federated Black-Box Adaptation for Semantic Segmentation	Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula	2024	arxiv 2410.24181
Leveraging Hidden Positives for Unsupervised Semantic Segmentation	Hyun Seok Seong, WonJun Moon, SuBeen Lee	2023	arxiv 2303.15014
Contour-Aware Equipotential Learning for Semantic Segmentation	Xu Yin, Dongbo Min, Yuchi Huo	2022	arxiv 2210.00223
DPANET:Dual Pooling Attention Network for Semantic Segmentation	Dongwei Sun, Zhuolin Gao	2022	arxiv 2210.05437
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation	Xinyi Wu, Zhenyao Wu, Yuhang Lu	2021	arxiv 2112.04665
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment	Marco Toldo, Umberto Michieli, Gianluca Agresti	2020	arxiv 2001.04692
Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation	Changshuo Wang, Shuting He, Xiang Fang	2025	arxiv 2504.02454
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing	Tong Wang, Guanzhou Chen, Xiaodong Zhang	2024	arxiv 2404.13659
Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets	Zhiling Guo, Xiaodan Shi, Haoran Zhang	2023	arxiv 2307.04101
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time	Assia Benbihi, Matthieu Geist, Cédric Pradalier	2018	arxiv 1805.04141

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