Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach	Yuhua Chen, Wen Li, Xiaoran Chen	2018	arxiv 1812.05040
Zero Shot Domain Adaptive Semantic Segmentation by Synthetic Data Generation and Progressive Adaptation	Jun Luo, Zijing Zhao, Yang Liu	2025	arxiv 2508.03300
VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view	Hager Radi, Waleed Ali	2019	arxiv 1906.11873
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers	Hisashi Shimodaira	2024	arxiv 2404.12718
EarthMapper: A Tool Box for the Semantic Segmentation of Remote Sensing Imagery	Ronald Kemker, Utsav B. Gewali, Christopher Kanan	2018	arxiv 1804.00292
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation	Tong Shao, Zhuotao Tian, Hang Zhao	2024	arxiv 2407.08268
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds	Guangnan Wu, Zhiyi Pan, Peng Jiang	2020	arxiv 2003.05420
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks	Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup	2020	arxiv 2012.03093
Depth Edge Alignment Loss: DEALing with Depth in Weakly Supervised Semantic Segmentation	Patrick Schmidt, Vasileios Belagiannis, Lazaros Nalpantidis	2025	arxiv 2509.17702
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery	Libo Wang, Dongxu Li, Sijun Dong	2024	arxiv 2406.10828
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation	Andrew Caunes, Thierry Chateau, Vincent Frémont	2025	arxiv 2505.03300
Adaptive Path Planning for UAVs for Multi-Resolution Semantic Segmentation	Felix Stache, Jonas Westheider, Federico Magistri	2022	arxiv 2203.01642
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation	Yude Wang, Jie Zhang, Meina Kan	2020	arxiv 2004.04581
Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers	Tsung-Wei Ke, Jyh-Jing Hwang, Yunhui Guo	2022	arxiv 2204.11432
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather	Blake Gella, Howard Zhang, Rishi Upadhyay	2024	arxiv 2403.14874
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation	Matheus Barros Pereira, Jefersson Alex dos Santos	2021	arxiv 2108.11535
Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations	Jinyong Hou, Xuejie Ding, Jeremiah D. Deng	2021	arxiv 2110.11998
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving	Lidia Fantauzzo, Eros Fanì, Debora Caldarola	2022	arxiv 2202.13670
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation	Inkyu Shin, Dong-jin Kim, Jae Won Cho	2021	arxiv 2108.05570
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation	Bianca-Cerasela-Zelia Blaga, Sergiu Nedevschi	2024	arxiv 2403.06621

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