Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing	Gaston Lenczner, Adrien Chan-Hon-Tong, Bertrand Le Saux	2022	arxiv 2201.01047
Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation	Daehan Kim, Minseok Seo, Jinsun Park	2022	arxiv 2205.00312
CNN based Intelligent Streetlight Management Using Smart CCTV Camera and Semantic Segmentation	Md Sakib Ullah Sourav, Huidong Wang, Mohammad Raziuddin Chowdhury	2022	arxiv 2209.08633
PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation	Mingyang Jiang, Yiran Wu, Tianqi Zhao	2018	arxiv 1807.00652
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation	Umberto Michieli, Matteo Biasetton, Gianluca Agresti	2019	arxiv 1909.00781
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images	Dennis Núñez-Fernández, Lamberto Ballan, Gabriel Jiménez-Avalos	2020	arxiv 2007.02482
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness	Md Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis	2020	arxiv 2008.05667
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation	Lu Yu, Wei Xiang, Juan Fang	2022	arxiv 2207.05358
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation	Jintao Tong, Ran Ma, Yixiong Zou	2025	arxiv 2506.07376
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation	Ziya Ata Yaz\ic\i, \.Ilkay Öksüz, Haz\im Kemal Ekenel	2024	arxiv 2404.17854
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning	Mu Chen, Zhedong Zheng, Yi Yang	2024	arxiv 2407.17101
A Semantic Segmentation Approach on Sweet Orange Leaf Diseases Detection Utilizing YOLO	Sabit Ahamed Preanto, Md. Taimur Ahad, Yousuf Rayhan Emon	2024	arxiv 2409.06671
Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats	Muhammed Shafay, Taimur Hassan, Ernesto Damiani	2021	arxiv 2111.02651
Weakly supervised training of universal visual concepts for multi-domain semantic segmentation	Petra Bevandić, Marin Oršić, Ivan Grubišić	2022	arxiv 2212.10340
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation	Yulei Lu, Yawei Luo, Li Zhang	2022	arxiv 2204.07730
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows	Diego Aghi, Simone Cerrato, Vittorio Mazzia	2021	arxiv 2107.00700
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook	Reza Azad, Moein Heidary, Kadir Yilmaz	2023	arxiv 2312.05391
Semantic segmentation on multi-resolution optical and microwave data using deep learning	Jai G Singla, Bakul Vaghela	2024	arxiv 2411.07581
Efficient Adaptation of Deep Neural Networks for Semantic Segmentation in Space Applications	Leonardo Olivi, Edoardo Santero Mormile, Enzo Tartaglione	2025	arxiv 2504.15991
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells	Vinh Quoc Luu, Duy Khanh Le, Huy Thanh Nguyen	2024	arxiv 2401.07278

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