Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation	Benjamin Bischke, Patrick Helber, Florian König	2018	arxiv 1808.03195
Learnable Histogram: Statistical Context Features for Deep Neural Networks	Zhe Wang, Hongsheng Li, Wanli Ouyang	2018	arxiv 1804.09398
Machine-learned 3D Building Vectorization from Satellite Imagery	Yi Wang, Stefano Zorzi, Ksenia Bittner	2021	arxiv 2104.06485
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?	Shashank Agnihotri, David Schader, Nico Sharei	2025	arxiv 2505.04835
Differentiable High-Performance Ray Tracing-Based Simulation of Radio Propagation with Point Clouds	Niklas Vaara, Pekka Sangi, Miguel Bordallo López	2025	arxiv 2507.04021
Soiling detection for Advanced Driver Assistance Systems	Filip Beránek, Václav Diviš, Ivan Gruber	2025	arxiv 2511.09740
FisheyeGaussianLift: BEV Feature Lifting for Surround-View Fisheye Camera Perception	Shubham Sonarghare, Prasad Deshpande, Ciaran Hogan	2025	arxiv 2511.17210
Towards aligned body representations in vision models	Andrey Gizdov, Andrea Procopio, Yichen Li	2025	arxiv 2512.00365
GazeTrack: High-Precision Eye Tracking Based on Regularization and Spatial Computing	Xiaoyin Yang	2025	arxiv 2511.22607
Feature Pyramid Network for Multi-Class Land Segmentation	Selim S. Seferbekov, Vladimir I. Iglovikov, Alexander V. Buslaev	2018	arxiv 1806.03510
Calibrated Perception Uncertainty Across Objects and Regions in Bird's-Eye-View	Markus Kängsepp, Meelis Kull	2022	arxiv 2211.04340
Handling Image and Label Resolution Mismatch in Remote Sensing	Scott Workman, Armin Hadzic, M. Usman Rafique	2022	arxiv 2211.15790
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing	Isaac Corley, Simone Fobi Nsutezo, Anthony Ortiz	2025	arxiv 2501.08490
Mask-TS Net: Mask Temperature Scaling Uncertainty Calibration for Polyp Segmentation	Yudian Zhang, Chenhao Xu, Kaiye Xu	2024	arxiv 2405.05830
Defect Detection in Magnetic Systems Using U-Net and Statistical Measures	Ross Knapman, Atreya Majumdar, Nasim Bazazzadeh	2026	arxiv 2603.07542
Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation	Maria Monzon, Thomas Iff, Ender Konukoglu	2026	arxiv 2608.04906
Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems	Shan An, Fangru Zhou, Mei Yang	2021	arxiv 2108.10506
Robust Trust Region for Weakly Supervised Segmentation	Dmitrii Marin, Yuri Boykov	2021	arxiv 2104.01948
Semantic Edge Detection with Diverse Deep Supervision	Yun Liu, Ming-Ming Cheng, Deng-Ping Fan	2018	arxiv 1804.02864
Self-Supervised Image Representation Learning with Geometric Set Consistency	Nenglun Chen, Lei Chu, Hao Pan	2022	arxiv 2203.15361

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