Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic Segmentation	Seungho Lee, Hwijeong Lee, Hyunjung Shim	2024	arxiv 2410.06893
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation	Matthis Manthe, Carole Lartizien, Stefan Duffner	2024	arxiv 2410.14693
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation	Anas Berka, Mohamed El Hajji, Raphael Canals	2025	arxiv 2503.22909
Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning	Zijue Chen, David Ting, Rhys Newbury	2020	arxiv 2010.06879
Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI	Peter M. Full, Fabian Isensee, Paul F. Jäger	2020	arxiv 2011.07592
Adaptive Class Weight based Dual Focal Loss for Improved Semantic Segmentation	Md Sazzad Hossain, Andrew P Paplinski, John M Betts	2019	arxiv 1909.11932
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation	Tao Chen, Guosen Xie, Yazhou Yao	2021	arxiv 2102.10935
Dynamic region proposal networks for semantic segmentation in automated glaucoma screening	Shivam Shah, Nikhil Kasukurthi, Harshit Pande	2021	arxiv 2105.11364
Semantic Segmentation of Vegetation in Remote Sensing Imagery Using Deep Learning	Alexandru Munteanu, Marian Neagul	2022	arxiv 2209.14364
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing	Kyusik Cho, Suhyeon Lee, Hongje Seong	2022	arxiv 2211.02307
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation	Tingliang Feng, Hao Shi, Xueyang Liu	2023	arxiv 2309.16127
End-to-End Tracking and Semantic Segmentation Using Recurrent Neural Networks	Peter Ondruska, Julie Dequaire, Dominic Zeng Wang	2016	arxiv 1604.05091
Digital Rock Typing DRT Algorithm Formulation with Optimal Supervised Semantic Segmentation	Omar Alfarisi, Djamel Ouzzane, Mohamed Sassi	2021	arxiv 2112.15068
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy	Soumya Gupta, Sharib Ali, Louise Goldsmith	2021	arxiv 2104.01268
DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View	Donglian Li, Hui Guo, Minglang Chen	2025	arxiv 2506.08534
Breaking It Down: Domain-Aware Semantic Segmentation for Retrieval Augmented Generation	Aparajitha Allamraju, Maitreya Prafulla Chitale, Hiranmai Sri Adibhatla	2025	arxiv 2512.00367
Semantic Segmentation for Histopathology using Learned Regularization based on Global Proportions	Yangping Li, Thomas Pinetz, Michael Hölzel	2026	arxiv 2604.24347
DA-SegFormer: Damage-Aware Semantic Segmentation for Fine-Grained Disaster Assessment	Kevin Zhu, William Tang, Raphael Hay Tene	2026	arxiv 2605.09864
LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic Segmentation	Lin Zhao, Hui Zhou, Xinge Zhu	2021	arxiv 2108.07511
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke	Anna Dobshik, Andrey Tulupov, Vladimir Berikov	2021	arxiv 2109.01887

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