Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images	Dawen Yu, Shunping Ji	2023	arxiv 2309.04225
Siamese Network for RGB-D Salient Object Detection and Beyond	Keren Fu, Deng-Ping Fan, Ge-Peng Ji	2020	arxiv 2008.12134
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation	Renato Sortino, Thomas Cecconello, Andrea DeMarco	2023	arxiv 2307.02392
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities	Runwei Guan, Haocheng Zhao, Shanliang Yao	2023	arxiv 2312.08851
Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials	Thomas Joy, Alban Desmaison, Thalaiyasingam Ajanthan	2018	arxiv 1805.09028
Through the Perspective of LiDAR: A Feature-Enriched and Uncertainty-Aware Annotation Pipeline for Terrestrial Point Cloud Segmentation	Fei Zhang, Rob Chancia, Josie Clapp	2025	arxiv 2510.06582
Vision-Aided Online A* Path Planning for Efficient and Safe Navigation of Service Robots	Praveen Kumar, Tushar Sandhan	2025	arxiv 2511.06801
PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds	Kerem Mertoğlu, Yusuf Şalk, Server Karahan Sar\ikaya	2024	arxiv 2407.21150
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis	Jing Wu, David Pichler, Daniel Marley	2023	arxiv 2303.02460
Learning with less: label-efficient land cover classification at very high spatial resolution using self-supervised deep learning	Dakota Hester, Vitor S. Martins, Lucas B. Ferreira	2025	arxiv 2511.03004
FogDrive: A Multi-Modal Synthetic Driving Dataset for Perception under Graded Fog	Vansh Panwar	2026	arxiv 2607.22698
HPTQ: Hardware-Friendly Post Training Quantization	Hai Victor Habi, Reuven Peretz, Elad Cohen	2021	arxiv 2109.09113
AiTLAS: Artificial Intelligence Toolbox for Earth Observation	Ivica Dimitrovski, Ivan Kitanovski, Panče Panov	2022	arxiv 2201.08789
The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images	Philip Müller, Georgios Kaissis, Daniel Rueckert	2022	arxiv 2211.07254
Deep Learning For Computer Vision Tasks: A review	Rajat Kumar Sinha, Ruchi Pandey, Rohan Pattnaik	2018	arxiv 1804.03928
Towards integrating spatial localization in convolutional neural networks for brain image segmentation	Pierre-Antoine Ganaye, Michaël Sdika, Hugues Benoit-Cattin	2018	arxiv 1804.04563
Deep Segmentation and Registration in X-Ray Angiography Video	Athanasios Vlontzos, Krystian Mikolajczyk	2018	arxiv 1805.06406
SPIGAN: Privileged Adversarial Learning from Simulation	Kuan-Hui Lee, German Ros, Jie Li	2018	arxiv 1810.03756
Self-Supervised Audio-Visual Co-Segmentation	Andrew Rouditchenko, Hang Zhao, Chuang Gan	2019	arxiv 1904.09013
Autonomous Driving in Reality with Reinforcement Learning and Image Translation	Nayun Xu, Bowen Tan, Bingyu Kong	2018	arxiv 1801.05299

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