Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
RELLIS-3D Dataset: Data, Benchmarks and Analysis	Peng Jiang, Philip Osteen, Maggie Wigness	2020	arxiv 2011.12954
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors?	Hui Xia, Rui Zhang, Zi Kang	2022	arxiv 2206.10809
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data	Elia Moscoso Thompson, Andrea Ranieri, Silvia Biasotti	2022	arxiv 2205.13326
Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception	Hang-Cheng Dong, Lu Zou, Bingguo Liu	2025	arxiv 2506.22866
Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model	Peishan Huang, Dong Li	2025	arxiv 2503.19386
Uncertainty-Aware Likelihood Ratio Estimation for Pixel-Wise Out-of-Distribution Detection	Marc Hölle, Walter Kellermann, Vasileios Belagiannis	2025	arxiv 2508.00587
LSKNet: A Foundation Lightweight Backbone for Remote Sensing	Yuxuan Li, Xiang Li, Yimian Dai	2024	arxiv 2403.11735
Evaluation of Video Coding for Machines without Ground Truth	Kristian Fischer, Markus Hofbauer, Christopher Kuhn	2022	arxiv 2205.06519
Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian Operations	Yunya Gao	2024	arxiv 2407.11381
POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation	Arindam Dutta, Rohit Lal, Yash Garg	2024	arxiv 2407.03549
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network	Rasha Alshawi, Md Meftahul Ferdaus, Mahdi Abdelguerfi	2024	arxiv 2408.10181
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax	Karan Jakhar, Avneet Kaur, Meenu Gupta	2019	arxiv 1912.07329
Minimizing Labeling Effort for Tree Skeleton Segmentation using an Automated Iterative Training Methodology	Keenan Granland, Rhys Newbury, David Ting	2020	arxiv 2010.08296
Real-Time Volumetric-Semantic Exploration and Mapping: An Uncertainty-Aware Approach	Rui Pimentel de Figueiredo, Jonas le Fevre Sejersen, Jakob Grimm Hansen	2021	arxiv 2109.01474
ConvMLP: Hierarchical Convolutional MLPs for Vision	Jiachen Li, Ali Hassani, Steven Walton	2021	arxiv 2109.04454
Indian Licence Plate Dataset in the wild	Sanchit Tanwar, Ayush Tiwari, Ritesh Chowdhry	2021	arxiv 2111.06054
Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance	Max Coenen, Tobias Schack, Dries Beyer	2021	arxiv 2104.11028
dacl10k: Benchmark for Semantic Bridge Damage Segmentation	Johannes Flotzinger, Philipp J. Rösch, Thomas Braml	2023	arxiv 2309.00460
Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic Wheelchairs	Hengli Wang, Yuxiang Sun, Ming Liu	2020	arxiv 2007.05950
SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation	Ziyi Wang, Yongming Rao, Xumin Yu	2022	arxiv 2205.13490

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