Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Capturing Omni-Range Context for Omnidirectional Segmentation	Kailun Yang, Jiaming Zhang, Simon Rei\ss	2021	arxiv 2103.05687
Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation	Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi	2025	arxiv 2510.05266
DeepSPG: Exploring Deep Semantic Prior Guidance for Low-light Image Enhancement with Multimodal Learning	Jialang Lu, Huayu Zhao, Huiyu Zhai	2025	arxiv 2504.19127
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks	Wentai Zhang, Joe Joseph, Yue Yin	2022	arxiv 2212.00290
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling	Yong He, Hongshan Yu, Chaoxu Mu	2024	arxiv 2403.14124
Human-in-the-Loop Segmentation of Multi-species Coral Imagery	Scarlett Raine, Ross Marchant, Brano Kusy	2024	arxiv 2404.09406
EAPFusion: Intrinsic Evolving Auxiliary Prior Guidance for Infrared and Visible Image Fusion	Zhenyu Sun, Luobin Zhang, Axi Niu	2026	arxiv 2605.01916
LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation	Xiaoshan Wu, Xiaoyang Lyu, Yifei Yu	2026	arxiv 2603.21115
Surgical Anatomy Recognition with Context Learning using Foundation Representations	Ronald L. P. D. de Jong, Tim J. M. Jaspers, Raf A. H. Vervoort	2026	arxiv 2606.22124
When Token Compression Breaks: Structural Pruning vs. Token Reduction for Robust ViT Segmentation under High Compression	Tien-Phat Nguyen, Ngai-Man Cheung	2026	arxiv 2607.02237
TraceCLIP: Recovering Local Semantics from Patch-to-CLS Contributions	Xinran Liu, Shouqian Shi, Yutong Chen	2026	arxiv 2607.26107
Memory Based Video Scene Parsing	Zhenchao Jin, Dongdong Yu, Kai Su	2021	arxiv 2109.00373
Access Control of Object Detection Models Using Encrypted Feature Maps	Teru Nagamori, Hiroki Ito, April Pyone Maung Maung	2022	arxiv 2202.00265
Visualize and Paint GAN Activations	Rudolf Herdt, Peter Maass	2024	arxiv 2405.15636
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules	Shihua Huang, Lu Wang	2019	arxiv 1903.07360
HomeRobot Open Vocabulary Mobile Manipulation Challenge 2023 Participant Report (Team KuzHum)	Volodymyr Kuzma, Vladyslav Humennyy, Ruslan Partsey	2024	arxiv 2401.12048
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks	Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen	2024	arxiv 2402.12525
VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations	Nikolaos Tsagkas, Oisin Mac Aodha, Chris Xiaoxuan Lu	2023	arxiv 2305.12427
Ensemble architecture in polyp segmentation	Hao-Yun Hsu, Yi-Ching Cheng, Guan-Hua Huang	2024	arxiv 2408.07262
Improving Weakly-Supervised Object Localization By Micro-Annotation	Alexander Kolesnikov, Christoph H. Lampert	2016	arxiv 1605.05538

Search results