Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation	Songhe Deng, Wei Zhuo, Jinheng Xie	2024	arxiv 2401.09883
Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery	Isaac J. Sledge, Dominic M. Byrne, Jonathan L. King	2024	arxiv 2401.11313
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application	Bo Yuan, Danpei Zhao	2023	arxiv 2310.14277
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation	Zhiwei Yang, Yucong Meng, Kexue Fu	2024	arxiv 2412.11076
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning	Biao Gao, Shaochi Hu, Xijun Zhao	2021	arxiv 2103.03651
Can we unify monocular detectors for autonomous driving by using the pixel-wise semantic segmentation of CNNs?	Eduardo Romera, Luis M. Bergasa, Roberto Arroyo	2016	arxiv 1607.00971
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs	Andres Milioto, Philipp Lottes, Cyrill Stachniss	2017	arxiv 1709.06764
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme	Dinh Dai Quan Tran, Hoang-Thien Nguyen, Thanh-Huy Nguyen	2025	arxiv 2504.09797
On the iterative refinement of densely connected representation levels for semantic segmentation	Arantxa Casanova, Guillem Cucurull, Michal Drozdzal	2018	arxiv 1804.11332
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation	Haoran Wang, Tong Shen, Wei Zhang	2020	arxiv 2007.09222
Towards an Efficient Semantic Segmentation Method of ID Cards for Verification Systems	Rodrigo Lara, Andres Valenzuela, Daniel Schulz	2021	arxiv 2111.12764
Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation	Minglong Li, Lianlei Shan, Weiqiang Wang	2025	arxiv 2506.20688
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation	Jiawei Han, Kaiqi Liu, Wei Li	2024	arxiv 2408.10537
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation	Xiaowen Ma, Zhenliang Ni, Xinghao Chen	2024	arxiv 2405.06525
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation	Xiaoyang Wang, Huihui Bai, Limin Yu	2024	arxiv 2403.06462
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather	Haimei Zhao, Jing Zhang, Zhuo Chen	2024	arxiv 2404.05145
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincar\'e Ball	Simon Weber, Bar\iş Zöngür, Nikita Araslanov	2024	arxiv 2404.03778
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation	Zongyi Xu, Bo Yuan, Shanshan Zhao	2023	arxiv 2308.11166
A hierarchical semantic segmentation framework for computer vision-based bridge damage detection	Jingxiao Liu, Yujie Wei, Bingqing Chen	2022	arxiv 2207.08878
Semantic Segmentation for Sequential Historical Maps by Learning from Only One Map	Yunshuang Yuan, Frank Thiemann, Monika Sester	2025	arxiv 2501.01845

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