Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection	Guoxuan Mao, Ting Cao, Ziyang Li	2025	arxiv 2505.14718
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation	Luca Barsellotti, Roberto Amoroso, Marcella Cornia	2024	arxiv 2404.06542
A Point-Based Approach to Efficient LiDAR Multi-Task Perception	Christopher Lang, Alexander Braun, Lars Schillingmann	2024	arxiv 2404.12798
Fine-tuning vision foundation model for crack segmentation in civil infrastructures	Kang Ge, Chen Wang, Yutao Guo	2023	arxiv 2312.04233
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation	Chenhongyi Yang, Jiarui Xu, Shalini De Mello	2022	arxiv 2212.06795
M$^{3}$3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding	Muhammad Abdullah Jamal, Omid Mohareri	2023	arxiv 2309.15313
SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images	Kaiyu Li, Ruixun Liu, Xiangyong Cao	2024	arxiv 2410.01768
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images	Wenhui Wu, Man Sing Wong, Xinyu Yu	2024	arxiv 2401.07502
Parking Space Detection in the City of Granada	Crespo-Orti Luis, Moreno-Cuadrado Isabel, Olivares-Martínez Pablo	2025	arxiv 2501.06651
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation	Canxuan Gang	2025	arxiv 2502.05396
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images	Lei He, Jiwen Lu, Guanghui Wang	2021	arxiv 2101.07422
Segmenting Transparent Object in the Wild with Transformer	Enze Xie, Wenjia Wang, Wenhai Wang	2021	arxiv 2101.08461
Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and Algorithms	Hengli Wang, Rui Fan, Yuxiang Sun	2021	arxiv 2103.02433
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training	Luke Melas-Kyriazi, Arjun K. Manrai	2021	arxiv 2105.08128
3D Semantic Mapping from Arthroscopy using Out-of-distribution Pose and Depth and In-distribution Segmentation Training	Yaqub Jonmohamadi, Shahnewaz Ali, Fengbei Liu	2021	arxiv 2106.05525
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters	Sofie Tilborghs, Tom Dresselaers, Piet Claus	2020	arxiv 2010.08952
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation	Hyunsu Rhee, Dongchan Min, Sunil Hwang	2022	arxiv 2206.09604
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance	Jihwan Bae, Junwon Seo, Taekyung Kim	2022	arxiv 2211.11201
Non-pooling Network for medical image segmentation	Weihu Song, Heng Yu	2023	arxiv 2302.10412
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing	Jing Wu, Naira Hovakimyan, Jennifer Hobbs	2023	arxiv 2307.14612

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