Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Many Perception Tasks are Highly Redundant Functions of their Input Data	Rahul Ramesh, Anthony Bisulco, Ronald W. DiTullio	2024	arxiv 2407.13841
Classifying point clouds at the facade-level using geometric features and deep learning networks	Yue Tan, Olaf Wysocki, Ludwig Hoegner	2024	arxiv 2402.06506
SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation	Chanda Grover Kamra, Indra Deep Mastan, Nitin Kumar	2024	arxiv 2406.07986
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology	Jakub Caputa, Maciej Wielgosz, Daria \Lukasik	2023	arxiv 2306.11848
Detecting Cadastral Boundary from Satellite Images Using U-Net model	Neda Rahimpour Anaraki, Maryam Tahmasbi, Saeed Reza Kheradpisheh	2025	arxiv 2502.11044
TACTIC: Joint Rate-Distortion-Accuracy Optimisation for Low Bitrate Compression	Nikolina Kubiak, Simon Hadfield	2021	arxiv 2109.10658
Irregular Convolutional Neural Networks	Jiabin Ma, Wei Wang, Liang Wang	2017	arxiv 1706.07966
Real Time Egocentric Object Segmentation: THU-READ Labeling and Benchmarking Results	E. Gonzalez-Sosa, G. Robledo, D. Gonzalez-Morin	2021	arxiv 2106.04957
MRI Brain Tumor Detection with Computer Vision	Jack Krolik, Jake Lynn, John Henry Rudden	2025	arxiv 2510.10250
The Marine Debris Forward-Looking Sonar Datasets	Matias Valdenegro-Toro, Deepan Chakravarthi Padmanabhan, Deepak Singh	2025	arxiv 2503.22880
Graph-Theoretic Consistency for Robust and Topology-Aware Semi-Supervised Histopathology Segmentation	Ha-Hieu Pham, Minh Le, Han Huynh	2025	arxiv 2509.22689
Out-of-Distribution Segmentation via Wasserstein-Based Evidential Uncertainty	Arnold Brosch, Abdelrahman Eldesokey, Michael Felsberg	2025	arxiv 2512.11373
Atomic Depth Estimation From Noisy Electron Microscopy Data Via Deep Learning	Matan Leibovich, Mai Tan, Ramon Manzorro	2026	arxiv 2601.17046
WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention	Zhang Zhang, Yifeng Zeng, Houshi Jiang	2026	arxiv 2604.22824
A deep learning framework for glomeruli segmentation with boundary attention	Behnaz Elhaminia, Catherine King, Jiaqi Lv	2026	arxiv 2604.14263
AdamNX: An Adam improvement algorithm based on a novel exponential decay mechanism for the second-order moment estimate	Meng Zhu, Quan Xiao, Weidong Min	2025	arxiv 2511.13465
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception	Xinge Zhu, Hui Zhou, Tai Wang	2021	arxiv 2109.05441
Visual Representation Learning for Preference-Aware Path Planning	Kavan Singh Sikand, Sadegh Rabiee, Adam Uccello	2021	arxiv 2109.08968
Fast Semantic-Assisted Outlier Removal for Large-scale Point Cloud Registration	Giang Truong, Huu Le, Alvaro Parra	2022	arxiv 2202.10579
An Object Aware Hybrid U-Net for Breast Tumour Annotation	Suvidha Tripathi, Satish Kumar Singh	2022	arxiv 2202.10691

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