Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection	Yuchen Dai, Zheng Huang, Yuting Gao	2017	arxiv 1709.03272
Video Summarization Using Fully Convolutional Sequence Networks	Mrigank Rochan, Linwei Ye, Yang Wang	2018	arxiv 1805.10538
Semantic Road Layout Understanding by Generative Adversarial Inpainting	Lorenzo Berlincioni, Federico Becattini, Leonardo Galteri	2018	arxiv 1805.11746
Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks	Shuangting Liu, Jiaqi Zhang, Yuxin Chen	2018	arxiv 1811.00174
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey	Rokas Gipiškis, Chun-Wei Tsai, Olga Kurasova	2024	arxiv 2405.01636
PST900: RGB-Thermal Calibration, Dataset and Segmentation Network	Shreyas S. Shivakumar, Neil Rodrigues, Alex Zhou	2019	arxiv 1909.10980
Video Semantic Object Segmentation by Self-Adaptation of DCNN	Seong-Jin Park, Ki-Sang Hong	2017	arxiv 1711.08180
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels	Seungho Lee, Seoungyoon Kang, Hyunjung Shim	2024	arxiv 2401.12535
CrossFormer: Cross-Segment Semantic Fusion for Document Segmentation	Tongke Ni, Yang Fan, Junru Zhou	2025	arxiv 2503.23671
Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion	Benedikt Kolbeinsson, Krystian Mikolajczyk	2022	arxiv 2212.00787
ULTra: Unveiling Latent Token Interpretability in Transformer-Based Understanding and Segmentation	Hesam Hosseini, Ghazal Hosseini Mighan, Amirabbas Afzali	2024	arxiv 2411.12589
ParseNet: Looking Wider to See Better	Wei Liu, Andrew Rabinovich, Alexander C. Berg	2015	arxiv 1506.04579
SL3D: Self-supervised-Self-labeled 3D Recognition	Fernando Julio Cendra, Lan Ma, Jiajun Shen	2022	arxiv 2210.16810
Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning	Jannik Zürn, Wolfram Burgard, Abhinav Valada	2019	arxiv 1912.03227
Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators	Dvir Yerushalmi, Dov Danon, Amit H. Bermano	2021	arxiv 2112.15091
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation	Bo Yuan, Danpei Zhao, Shuai Shao	2022	arxiv 2204.02111
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion	Xu Yan, Jiantao Gao, Jie Li	2020	arxiv 2012.03762
Open Panoramic Segmentation	Junwei Zheng, Ruiping Liu, Yufan Chen	2024	arxiv 2407.02685
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation	Sota Kato, Kazuhiro Hotta	2021	arxiv 2108.13118
We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain Adaptation	Rui Fan, Hengli Wang, Mohammud J. Bocus	2020	arxiv 2008.06840

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