Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
ViewPCL: a point cloud based active learning method for multi-view segmentation	Christian Hilaire, Sima Didari	2025	arxiv 2506.13043
Dense Fusion Classmate Network for Land Cover Classification	Chao Tian, Cong Li, Jianping Shi	2019	arxiv 1911.08169
Towards Varroa destructor mite detection using a narrow spectra illumination	Samuel Bielik, Simon Bilik	2025	arxiv 2504.06099
Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data	Adrianna Janik, Kris Sankaran	2022	arxiv 2202.04766
Delta Distillation for Efficient Video Processing	Amirhossein Habibian, Haitam Ben Yahia, Davide Abati	2022	arxiv 2203.09594
LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection	Cui Xie, Hao Guo, Junyu Dong	2021	arxiv 2108.02455
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling	Hao Lu, Wenze Liu, Hongtao Fu	2022	arxiv 2207.10392
Road Rutting Detection using Deep Learning on Images	Poonam Kumari Saha, Deeksha Arya, Ashutosh Kumar	2022	arxiv 2209.14225
Few-shot Semantic Image Synthesis with Class Affinity Transfer	Marlène Careil, Jakob Verbeek, Stéphane Lathuilière	2023	arxiv 2304.02321
Rethinking the editing of generative adversarial networks: a method to estimate editing vectors based on dimension reduction	Yuhan Cao, Haoran Jiang, Zhenghong Yu	2023	arxiv 2305.09454
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation	Rakshith Shetty, Bernt Schiele, Mario Fritz	2018	arxiv 1812.06707
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis	Linda Studer, Michele Alberti, Vinaychandran Pondenkandath	2019	arxiv 1905.09113
The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks	Felix Assion, Peter Schlicht, Florens Gre\ssner	2019	arxiv 1906.07077
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts	Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath	2019	arxiv 1906.11894
Global Aggregation then Local Distribution in Fully Convolutional Networks	Xiangtai Li, Li Zhang, Ansheng You	2019	arxiv 1909.07229
TextScanner: Reading Characters in Order for Robust Scene Text Recognition	Zhaoyi Wan, Minghang He, Haoran Chen	2019	arxiv 1912.12422
Who2com: Collaborative Perception via Learnable Handshake Communication	Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma	2020	arxiv 2003.09575
Spatial Attention Pyramid Network for Unsupervised Domain Adaptation	Congcong Li, Dawei Du, Libo Zhang	2020	arxiv 2003.12979
TTNet: Real-time temporal and spatial video analysis of table tennis	Roman Voeikov, Nikolay Falaleev, Ruslan Baikulov	2020	arxiv 2004.09927
AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018	Oliver Rippel, Leon Weninger, Dorit Merhof	2020	arxiv 2005.09978

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