Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning	Marc Schachtsiek, Simone Rossi, Thomas Hannagan	2023	arxiv 2311.14146
Occlusion Handling using Semantic Segmentation and Visibility-Based Rendering for Mixed Reality	Menandro Roxas, Tomoki Hori, Taiki Fukiage	2017	arxiv 1707.09603
Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes	Binh Thien Nguyen, Masahiro Yasuda, Daiki Takeuchi	2025	arxiv 2503.22088
Probabilistic Robustness Analysis in High Dimensional Space: Application to Semantic Segmentation Network	Navid Hashemi, Samuel Sasaki, Diego Manzanas Lopez	2025	arxiv 2509.11838
DiSa: Saliency-Aware Foreground-Background Disentangled Framework for Open-Vocabulary Semantic Segmentation	Zhen Yao, Xin Li, Taotao Jing	2026	arxiv 2601.20064
LFX: Towards Unified Light Field Dense Semantic Segmentation and Salient Object Detection	Fei Teng, Lingxin Huang, Buyin Deng	2025	arxiv 2503.00747
BEV-Denoise: Learning Intrinsic Noise for Accurate Bird's-Eye-View Semantic Segmentation	Dooseop Choi, Kyounghwan An, Kyoung-Wook Min	2026	arxiv 2606.22931
Toward Reliable RGB-D Semantic Segmentation: Handling Missing Modalities via Condition Dropout	Xuchen Zhu, Yajuan Wei, Shuang Hao	2026	arxiv 2607.20326
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation	Zhaozheng Chen, Tan Wang, Xiongwei Wu	2022	arxiv 2203.00962
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation	Jie Liu, Yanqi Bao, Guo-Sen Xie	2022	arxiv 2204.10638
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation	Henghui Ding, Hui Zhang, Xudong Jiang	2022	arxiv 2210.16829
Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation	Qianyu Zhou, Zhengyang Feng, Qiqi Gu	2020	arxiv 2004.08878
Optical Flow augmented Semantic Segmentation networks for Automated Driving	Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab	2019	arxiv 1901.07355
ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation	Yawar Siddiqui, Julien Valentin, Matthias Nie\ssner	2019	arxiv 1911.11789
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation	Sharif Amit Kamran, Ali Shihab Sabbir	2017	arxiv 1707.08254
WildNet: Learning Domain Generalized Semantic Segmentation from the Wild	Suhyeon Lee, Hongje Seong, Seongwon Lee	2022	arxiv 2204.01446
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer	Shahaf Ettedgui, Shady Abu-Hussein, Raja Giryes	2022	arxiv 2204.11891
Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes	Diandian Guo, Deng-Ping Fan, Tongyu Lu	2024	arxiv 2401.15261
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis	Ziming Zhong, Yanxu Xu, Jing Li	2024	arxiv 2407.13675
GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network	Ryan Razani, Ran Cheng, Enxu Li	2021	arxiv 2108.08401

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