Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Semantic Video Segmentation: A Review on Recent Approaches	Mohammad Hajizadeh Saffar, Mohsen Fayyaz, Mohammad Sabokrou	2018	arxiv 1806.06172
Prompt What You Need: Enhancing Segmentation in Rainy Scenes with Anchor-based Prompting	Xiaoyu Guo, Xiang Wei, Qi Su	2023	arxiv 2305.03902
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization	Carlos Herranz-Perdiguero, Carolina Redondo-Cabrera, Roberto J. López-Sastre	2018	arxiv 1807.07284
Local Temperature Scaling for Probability Calibration	Zhipeng Ding, Xu Han, Peirong Liu	2020	arxiv 2008.05105
SSA-CNN: Semantic Self-Attention CNN for Pedestrian Detection	Chengju Zhou, Meiqing Wu, Siew-Kei Lam	2019	arxiv 1902.09080
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather	Giulia Rizzoli, Matteo Caligiuri, Donald Shenaj	2024	arxiv 2403.13762
Agriculture-Vision Challenge 2024 -- The Runner-Up Solution for Agricultural Pattern Recognition via Class Balancing and Model Ensemble	Wang Liu, Zhiyu Wang, Puhong Duan	2024	arxiv 2406.12271
CG-fusion CAM: Online segmentation of laser-induced damage on large-aperture optics	Yueyue Han, Yingyan Huang, Hangcheng Dong	2023	arxiv 2307.09161
Domain Adaptation for the Segmentation of Confidential Medical Images	Serban Stan, Mohammad Rostami	2021	arxiv 2101.00522
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks	Benjamin Bischke, Patrick Helber, Joachim Folz	2017	arxiv 1709.05932
Instance Segmentation by Deep Coloring	Victor Kulikov, Victor Yurchenko, Victor Lempitsky	2018	arxiv 1807.10007
Viewpoint Recommendation for Point Cloud Labeling through Interaction Cost Modeling	Yu Zhang, Xinyi Zhao, Chongke Bi	2026	arxiv 2602.10871
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks	Kevin Louis de Jong, Anna Sergeevna Bosman	2018	arxiv 1812.05815
Masked Diffusion as Self-supervised Representation Learner	Zixuan Pan, Jianxu Chen, Yiyu Shi	2023	arxiv 2308.05695
BlitzNet: A Real-Time Deep Network for Scene Understanding	Nikita Dvornik, Konstantin Shmelkov, Julien Mairal	2017	arxiv 1708.02813
IDDA: a large-scale multi-domain dataset for autonomous driving	Emanuele Alberti, Antonio Tavera, Carlo Masone	2020	arxiv 2004.08298
SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network	Mingmei Cheng, Le Hui, Jin Xie	2021	arxiv 2104.07861
Segment Any RGB-Thermal Model with Language-aided Distillation	Dong Xing, Xianxun Zhu, Wei Zhou	2025	arxiv 2505.01950
Instance-level quantitative saliency in multiple sclerosis lesion segmentation	Federico Spagnolo, Nataliia Molchanova, Meritxell Bach Cuadra	2024	arxiv 2406.09335
Segmentation of VHR EO Images using Unsupervised Learning	Sudipan Saha, Lichao Mou, Muhammad Shahzad	2021	arxiv 2108.04222

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