Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Orientation-aware Semantic Segmentation on Icosahedron Spheres	Chao Zhang, Stephan Liwicki, William Smith	2019	arxiv 1907.12849
Self-Training for Class-Incremental Semantic Segmentation	Lu Yu, Xialei Liu, Joost van de Weijer	2020	arxiv 2012.03362
TEA: Temporal Adaptive Satellite Image Semantic Segmentation	Juyuan Kang, Hao Zhu, Yan Zhu	2026	arxiv 2601.04956
Cross-Dataset Semantic Segmentation Performance Analysis: Unifying NIST Point Cloud City Datasets for 3D Deep Learning	Alexander Nikitas Dimopoulos, Joseph Grasso	2025	arxiv 2508.00822
CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds	Jiaxu Li, Rui Li, Jianyu Qi	2024	arxiv 2412.10834
Quantifying Model Uncertainty for Semantic Segmentation using Operators in the RKHS	Rishabh Singh, Jose C. Principe	2022	arxiv 2211.01999
On the Viability of Monocular Depth Pre-training for Semantic Segmentation	Dong Lao, Fengyu Yang, Daniel Wang	2022	arxiv 2203.13987
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios	Sriram Mandalika, Athira Nambiar	2024	arxiv 2408.04482
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical images	Dmytro Shvetsov, Joonas Ariva, Marharyta Domnich	2024	arxiv 2404.12832
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving	Angelika Ando, Spyros Gidaris, Andrei Bursuc	2023	arxiv 2301.10222
"Just Drive": Colour Bias Mitigation for Semantic Segmentation in the Context of Urban Driving	Jack Stelling, Amir Atapour-Abarghouei	2021	arxiv 2112.01121
Exploiting Multi-Layer Grid Maps for Surround-View Semantic Segmentation of Sparse LiDAR Data	Frank Bieder, Sascha Wirges, Johannes Janosovits	2020	arxiv 2005.06667
DeepTriNet: A Tri-Level Attention Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images	Tareque Bashar Ovi, Shakil Mosharrof, Nomaiya Bashree	2023	arxiv 2310.06848
IMENet: Joint 3D Semantic Scene Completion and 2D Semantic Segmentation through Iterative Mutual Enhancement	Jie Li, Laiyan Ding, Rui Huang	2021	arxiv 2106.15413
Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images	Snehal Singh Tomar, A.N. Rajagopalan	2022	arxiv 2207.01871
Complementary Bi-directional Feature Compression for Indoor 360{\deg} Semantic Segmentation with Self-distillation	Zishuo Zheng, Chunyu Lin, Lang Nie	2022	arxiv 2207.02437
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models	Reda Bensaid, Vincent Gripon, François Leduc-Primeau	2024	arxiv 2401.11311
Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene	Sunghwan Yoo, Yeongjeong Jeong, Maryam Jameela	2023	arxiv 2301.12972
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach	Elham Ravanbakhsh, Cheng Niu, Yongqing Liang	2024	arxiv 2405.06586
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images	Zhuangzhuang Zhang, Tianyu Zhao, Hiram Gay	2020	arxiv 2009.09571

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