Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Autonomous Navigation in Rows of Trees and High Crops with Deep Semantic Segmentation	Alessandro Navone, Mauro Martini, Andrea Ostuni	2023	arxiv 2304.08988
Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection	Mohamed Afifi, Mohamed ElHelw	2024	arxiv 2403.03111
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation	Ibrahim Batuhan Akkaya, Ugur Halici	2022	arxiv 2212.04227
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation	Anant Khandelwal	2023	arxiv 2308.05851
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast	Xiaoke Hao, Shiyu Liu, Chuanbo Feng	2024	arxiv 2409.18543
Impact of color and mixing proportion of synthetic point clouds on semantic segmentation	Shaojie Zhou, Jia-Rui Lin, Peng Pan	2024	arxiv 2412.19145
PC-BEV: An Efficient Polar-Cartesian BEV Fusion Framework for LiDAR Semantic Segmentation	Shoumeng Qiu, Xinrun Li, XiangYang Xue	2024	arxiv 2412.14821
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation	Pan Zhang, Bo Zhang, Ting Zhang	2021	arxiv 2101.10979
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds	Li Yi, Boqing Gong, Thomas Funkhouser	2020	arxiv 2007.08488
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes	Yongqiang Mao, Zonghao Guo, Xiaonan Lu	2022	arxiv 2208.06671
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder	Bin Sun, Shaoxiong Feng, Yiwei Li	2022	arxiv 2212.00231
Automated risk classification of colon biopsies based on semantic segmentation of histopathology images	John-Melle Bokhorst, Iris D. Nagtegaal, Filippo Fraggetta	2021	arxiv 2109.07892
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation	Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo	2024	arxiv 2401.02113
Inter-BMV: Interpolation with Block Motion Vectors for Fast Semantic Segmentation on Video	Samvit Jain, Joseph E. Gonzalez	2018	arxiv 1810.04047
SVS-net: A Novel Semantic Segmentation Network in Optical Coherence Tomography Angiography Images	Yih-Cherng Lee, Ling Yeung	2021	arxiv 2104.07083
Materials Swelling Revealed Through Automated Semantic Segmentation of Cavities in Electron Microscopy Images	Ryan Jacobs, Priyam Patki, Matthew Lynch	2022	arxiv 2208.01460
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut	Paul Couairon, Mustafa Shukor, Jean-Emmanuel Haugeard	2024	arxiv 2406.02842
A Multi-Source Data Fusion-based Semantic Segmentation Model for Relic Landslide Detection	Yiming Zhou, Yuexing Peng, Daqing Ge	2023	arxiv 2308.01251
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation	Niharika Hegde, Shishir Muralidhara, René Schuster	2024	arxiv 2411.17610
MULTIAQUA: A multimodal maritime dataset and robust training strategies for multimodal semantic segmentation	Jon Muhovič, Janez Perš	2025	arxiv 2512.17450

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