Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Scale Invariant Semantic Segmentation with RGB-D Fusion	Mohammad Dawud Ansari, Alwi Husada, Didier Stricker	2022	arxiv 2204.04679
Unsupervised Domain Adaptation in Semantic Segmentation: a Review	Marco Toldo, Andrea Maracani, Umberto Michieli	2020	arxiv 2005.10876
Differential Morphological Profile Neural Networks for Semantic Segmentation	David Huangal, J. Alex Hurt	2025	arxiv 2509.04268
Open-Vocabulary Semantic Segmentation with Image Embedding Balancing	Xiangheng Shan, Dongyue Wu, Guilin Zhu	2024	arxiv 2406.09829
Masked Image Modeling Boosting Semi-Supervised Semantic Segmentation	Yangyang Li, Xuanting Hao, Ronghua Shang	2024	arxiv 2411.08756
Progressively Dual Prior Guided Few-shot Semantic Segmentation	Qinglong Cao, Yuntian Chen, Xiwen Yao	2022	arxiv 2211.15467
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline	Ben Fei, Siyuan Huang, Jiakang Yuan	2022	arxiv 2212.10390
D3S2: Diffusion-Guided Dataset Distillation for Semantic Segmentation	Wenjie Zheng, Haoji Hu, Jiali Lu	2026	arxiv 2605.25022
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation	Chenglong Li, Wei Xia, Yan Yan	2019	arxiv 1907.10303
RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Imagesbased Semantic Segmentation	Shuang He, Xia Lu, Jason Gu	2021	arxiv 2109.09148
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework	Ziyin Zeng, Qingyong Hu, Zhong Xie	2023	arxiv 2304.00749
Task-Oriented Data Synthesis and Control-Rectify Sampling for Remote Sensing Semantic Segmentation	Yunkai Yang, Yudong Zhang, Kunquan Zhang	2025	arxiv 2512.16740
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images	Javed Iqbal, Rehan Hafiz, Mohsen Ali	2022	arxiv 2201.02588
PGOV3D: Open-Vocabulary 3D Semantic Segmentation with Partial-to-Global Curriculum	Shiqi Zhang, Sha Zhang, Jiajun Deng	2025	arxiv 2506.23607
Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion Models	Qian Wang, Abdelrahman Eldesokey, Mohit Mendiratta	2024	arxiv 2405.16947
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation	Zikun Zhou, Shukun Wu, Guoqing Zhu	2023	arxiv 2308.12534
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers	Jiaming Zhang, Huayao Liu, Kailun Yang	2022	arxiv 2203.04838
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting	Yiren Jian, Chongyang Gao	2021	arxiv 2110.01777
CEU-Net: Ensemble Semantic Segmentation of Hyperspectral Images Using Clustering	Nicholas Soucy, Salimeh Yasaei Sekeh	2022	arxiv 2203.04873
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds	Qingyong Hu, Bo Yang, Linhai Xie	2019	arxiv 1911.11236

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