Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System	Jing Li, Lu Bai, Bin Yang	2024	arxiv 2403.16227
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data	Ziyang Zhang, Plamen Angelov, Dmitry Kangin	2024	arxiv 2405.07916
Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's Eye View	Jiayu Yang, Enze Xie, Miaomiao Liu	2023	arxiv 2307.04106
Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation	Zipeng Qi, Hao Chen, Chenyang Liu	2023	arxiv 2303.08401
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis	Haowen Bai, Zixiang Zhao, Jiangshe Zhang	2025	arxiv 2502.01467
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data	Minghao Xu, Yuanfan Guo, Yi Xu	2022	arxiv 2211.12941
Cross-View Image Synthesis using Conditional GANs	Krishna Regmi, Ali Borji	2018	arxiv 1803.03396
Deep Consensus Learning	Wei Sun, Tianfu Wu	2021	arxiv 2103.08475
Cell Instance Segmentation: The Devil Is in the Boundaries	Peixian Liang, Yifan Ding, Yizhe Zhang	2025	arxiv 2510.09848
Segmenting Low-Contrast XCTs of Concrete: An Unsupervised Approach	Kaustav Das, Gaston Rauchs, Jan Sykora	2026	arxiv 2603.00127
Self-semantic contour adaptation for cross modality brain tumor segmentation	Xiaofeng Liu, Fangxu Xing, Georges El Fakhri	2022	arxiv 2201.05022
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks	Kishaan Jeeveswaran, Senthilkumar Kathiresan, Arnav Varma	2022	arxiv 2201.08683
Shape-consistent Generative Adversarial Networks for multi-modal Medical segmentation maps	Leo Segre, Or Hirschorn, Dvir Ginzburg	2022	arxiv 2201.09693
Self-Supervised Leaf Segmentation under Complex Lighting Conditions	Xufeng Lin, Chang-Tsun Li, Scott Adams	2022	arxiv 2203.15943
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution	Chun-Yu Sun, Yu-Qi Yang, Hao-Xiang Guo	2022	arxiv 2204.08824
PLGAN: Generative Adversarial Networks for Power-Line Segmentation in Aerial Images	Rabab Abdelfattah, Xiaofeng Wang, Song Wang	2022	arxiv 2204.07243
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation	Fabio Cermelli, Matthieu Cord, Arthur Douillard	2022	arxiv 2211.13999
LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs	Yukang Chen, Jianhui Liu, Xiangyu Zhang	2022	arxiv 2206.10555
Atrous Space Bender U-Net (ASBU-Net/LogiNet)	Anurag Bansal, Oleg Ostap, Miguel Maestre Trueba	2022	arxiv 2212.08613
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts	Kwanyoung Kim, Yujin Oh, Jong Chul Ye	2023	arxiv 2301.12171

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