A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains

24 December 2019

Konstantinos N. Plataniotis

Papers citing "A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains"

34 / 34 papers shown

Title
Opening the black box of deep learning: Validating the statistical association between explainable artificial intelligence (XAI) and clinical domain knowledge in fundus image-based glaucoma diagnosis Han Yuan Lican Kang Yong Li 28 0 0 06 Apr 2025
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining Haoran Wang Lian Huai Wenbin Li Lei Qi Xingqun Jiang Yinghuan Shi MedIm 59 2 0 06 Mar 2025
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation Zhiling Yue Yingying Fang Liutao Yang Nikhil Baid S. Walsh Guang Yang MedIm 39 0 0 05 Nov 2024
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation Ronan Docherty Antonis Vamvakeros Samuel J. Cooper 31 1 0 20 Oct 2024
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 27 7 0 19 Oct 2023
Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation Wei Zhai Ping Wu Kai Zhu Yang Cao Feng Wu Zheng-Jun Zha WSOL 29 17 0 22 Sep 2023
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning Yuanhao Zhai Tianyu Luan David Doermann Junsong Yuan 16 15 0 03 Sep 2023
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet Amir Rasoulian Arash Harirpoush Soorena Salari Yiming Xiao 21 1 0 06 Aug 2023
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor Yu-Jen Chen Xinrong Hu Yi Shi Tsung-Yi Ho 36 7 0 26 Jun 2023
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation Zhijie Deng Yucen Luo 19 6 0 06 Apr 2023
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer Pushpak Pati Guillaume Jaume Zeineb Ayadi Kevin Thandiackal Behzad Bozorgtabar M. Gabrani O. Goksel 14 17 0 07 Jan 2023
ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation Cenk Bircanoglu N. Arica VLM 26 5 0 22 Nov 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang T. Tan 22 23 0 25 Oct 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images Nazanin Moradinasab Yash Sharma Laura S. Shankman Gary K. Owens Donald E. Brown 13 1 0 29 Jul 2022
Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI Audrey Duran Gaspard Dussert Carole Lartizien 8 3 0 01 Jul 2022
Learning with Weak Annotations for Robust Maritime Obstacle Detection Lojze Žust Matej Kristan 16 1 0 27 Jun 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 28 159 0 16 May 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference Yang Liu Ersi Zhang Lulu Xu Chufan Xiao Xiao-Yu Zhong ... Ming Xu Yongbing Zhang Dongmei Yu C. Yan Peiwu Qin 11 20 0 06 May 2022
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network Muhammad Shahzad A. I. Umar S. H. Shirazi Israr Ahmed Shaikh 6 4 0 09 Feb 2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods Carmina Pérez-Guerrero A. Palacios Gilberto Ochoa-Ruiz Christian Mata J. Casal M. González-Mendoza Luis Eduardo Falcón-Morales 14 8 0 20 Jan 2022
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods Steve Ahlswede T. Nimisha C. Schulz B. Kleinschmit Begum Demir 14 6 0 19 Jan 2022
Weakly-Supervised Cloud Detection with Fixed-Point GANs Joachim Nyborg Ira Assent 10 7 0 23 Nov 2021
Rethinking Lightweight Convolutional Neural Networks for Efficient and High-quality Pavement Crack Detection Kai Li Jie Yang Siwei Ma Bo Wang Shanshe Wang Ying-fang Tian Zhiquan Qi 37 7 0 13 Sep 2021
A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval Gencer Sumbul Begum Demir 14 9 0 01 Jun 2021
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images Julio Silva-Rodríguez Adrián Colomer Valery Naranjo 21 42 0 21 May 2021
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs Valentin Anklin Pushpak Pati Guillaume Jaume Behzad Bozorgtabar Antonio Foncubierta-Rodríguez Jean-Philippe Thiran M. Sibony M. Gabrani O. Goksel 34 38 0 04 Mar 2021
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation S. Gadgil Mark Endo Emily Wen A. Ng Pranav Rajpurkar 11 11 0 21 Feb 2021
Expectation-Maximization Regularized Deep Learning for Weakly Supervised Tumor Segmentation for Glioblastoma Chao Li Wenjian Huang Xi Chen Yiran Wei S. Price Carola-Bibiane Schönlieb MedIm 11 1 0 21 Jan 2021
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis G. Quellec Hassan Al Hajj M. Lamard Pierre-Henri Conze P. Massin B. Cochener 12 53 0 13 Aug 2020
Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images Ostap Viniavskyi Mariia Dobko Oles Dobosevych 13 25 0 01 Jul 2020
NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation Mariia Dobko Ostap Viniavskyi Oles Dobosevych 6 0 0 13 Jun 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 16 121 0 29 May 2020
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 17 188 0 21 Dec 2019
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 218 740 0 28 Mar 2018