Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction	Ali Jamali, Swalpa Kumar Roy, Jonathan Li	2023	arxiv 2306.04947
Depth-aware CNN for RGB-D Segmentation	Weiyue Wang, Ulrich Neumann	2018	arxiv 1803.06791
Improved Training for Self-Training by Confidence Assessments	Gal Hyams, Daniel Greenfeld, Dor Bank	2017	arxiv 1710.00209
Associatively Segmenting Instances and Semantics in Point Clouds	Xinlong Wang, Shu Liu, Xiaoyong Shen	2019	arxiv 1902.09852
FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System	Pullarao Maddu, Wayne Doherty, Ganesh Sistu	2019	arxiv 1912.11066
Spatial Sampling Network for Fast Scene Understanding	Davide Mazzini, Raimondo Schettini	2019	arxiv 1905.09033
Single Level Feature-to-Feature Forecasting with Deformable Convolutions	Josip Šarić, Marin Oršić, Tonći Antunović	2019	arxiv 1907.11475
Technical Report: Co-learning of geometry and semantics for online 3D mapping	Marcela Carvalho, Maxime Ferrera, Alexandre Boulch	2019	arxiv 1911.01082
Caltech Aerial RGB-Thermal Dataset in the Wild	Connor Lee, Matthew Anderson, Nikhil Raganathan	2024	arxiv 2403.08997
PillarSegNet: Pillar-based Semantic Grid Map Estimation using Sparse LiDAR Data	Juncong Fei, Kunyu Peng, Philipp Heidenreich	2021	arxiv 2105.04169
Self-Supervised Monocular Depth Estimation with Internal Feature Fusion	Hang Zhou, David Greenwood, Sarah Taylor	2021	arxiv 2110.09482
Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network	Daan de Geus, Panagiotis Meletis, Gijs Dubbelman	2018	arxiv 1809.02110
Auto-Annotation Quality Prediction for Semi-Supervised Learning with Ensembles	Dror Simon, Miriam Farber, Roman Goldenberg	2019	arxiv 1910.13988
Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task	Hannuo Zhang, Huihui Li, Jiarui Lin	2024	arxiv 2408.05777
SegGPT: Segmenting Everything In Context	Xinlong Wang, Xiaosong Zhang, Yue Cao	2023	arxiv 2304.03284
CUS3D :CLIP-based Unsupervised 3D Segmentation via Object-level Denoise	Fuyang Yu, Runze Tian, Zhen Wang	2024	arxiv 2409.13982
Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations	Jitesh Seth, Rohit Lokwani, Viraj Kulkarni	2021	arxiv 2102.12764
A Unified View of Masked Image Modeling	Zhiliang Peng, Li Dong, Hangbo Bao	2022	arxiv 2210.10615
Semantic SuperPoint: A Deep Semantic Descriptor	Gabriel S. Gama, Nícolas S. Rosa, Valdir Grassi Jr	2022	arxiv 2211.01098
Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation	Petr Šebek, Šimon Pokorný, Patrik Vacek	2022	arxiv 2206.07634

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