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Cross U-Net: Reconstructing Cardiac MR Image for Segmentation

PROCEEDINGS ARTICLE published 18 July 2022 in 2022 IEEE International Conference on Multimedia and Expo (ICME)

Authors: Hong Zheng | Lili Wang | Yucheng Chen | Xiaoning Li

SG-TCN: Semantic Guidance Temporal Convolutional Network for Action Segmentation

PROCEEDINGS ARTICLE published 18 July 2022 in 2022 International Joint Conference on Neural Networks (IJCNN)

Authors: Yunlu Zhang | Keyan Ren | Chun Zhang | Tong Yan

MFCTrans-net: a multi-scale fusion and channel transformer net for retinal vessel segmentation

PROCEEDINGS ARTICLE published 27 June 2023 in Fourteenth International Conference on Graphics and Image Processing (ICGIP 2022)

Authors: Zhuo Li | Biyuan Li | Jun zhang | jianqiang mei

Editors: Liang Xiao | Jianru Xue

Bounding Box Based Weakly Supervised Deep Convolutional Neural Network for Medical Image Segmentation Using an Uncertainty Guided and Spatially Constrained Loss

PROCEEDINGS ARTICLE published 28 March 2022 in 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)

Authors: Golnar K. Mahani | Ruizhe Li | Nikolaos Evangelou | Stamatios Sotiropolous | Paul S. Morgan | Andrew P. French | Xin Chen

3D Image Segmentation For Lung Cancer Using U-Net Architecture

PROCEEDINGS ARTICLE published 15 July 2022 in 2022 IEEE Information Technologies & Smart Industrial Systems (ITSIS)

Authors: Elloumi Nabila | Ben Chaabane Salim | Seddik Hassen

Parotid gland segmentation with nnU-Net: deployment scenario and inter-observer variability analysis

PROCEEDINGS ARTICLE published 4 April 2022 in Medical Imaging 2022: Image Processing

Authors: Gašper Podobnik | Primož Strojan | Primož Peterlin | Bulat Ibragimov | Tomaž Vrtovec

Editors: Ivana Išgum | Olivier Colliot

Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models

PROCEEDINGS ARTICLE published 17 July 2022 in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

Authors: Martina Pastorino | Gabriele Moser | Sebastiano B. Serpico | Josiane Zerubia

Topologically-Consistent Magnitude Pruning for Very Lightweight Graph Convolutional Networks

PROCEEDINGS ARTICLE published 16 October 2022 in 2022 IEEE International Conference on Image Processing (ICIP)

Authors: Hichem Sahbi

Leveraging convolutional neural networks for semantic segmentation of global floods with PlanetScope imagery

PROCEEDINGS ARTICLE published 17 July 2022 in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

Authors: Nicholas R. Leach | Philip Popien | Maxwell C. Goodman | Beth Tellman

Joint Feature Learning for Cell Segmentation Based on Multi-scale Convolutional U-Net

PROCEEDINGS ARTICLE published 6 December 2022 in 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Authors: Zhichao Jin | Haigen Hu | Qianwei Zhou | Qiu Guan | Xiaoxin Li | Qi Chen

Hyperbolic Spatial Temporal Graph Convolutional Networks

PROCEEDINGS ARTICLE published 16 October 2022 in 2022 IEEE International Conference on Image Processing (ICIP)

Authors: Abdelrahman Mostafa | Wei Peng | Guoying Zhao

A Fish Image Segmentation Method Based on Image Enhancement and U2-Net

PROCEEDINGS ARTICLE published 9 December 2022 in 2022 International Conference on Intelligent Manufacturing and Industrial Big Data (ICIMIBD)

Authors: Mingjie Zhu | Wei Liao | Zhen Xu

Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks

PROCEEDINGS ARTICLE published 21 August 2022 in 2022 26th International Conference on Pattern Recognition (ICPR)

Authors: Amirreza Mahbod | Gerald Schaefer | Rupert Ecker | Isabella Ellinger

UM-Net: An MLP-based Image Segmentation Network

PROCEEDINGS ARTICLE published 1 November 2022 in 2022 14th International Conference on Wireless Communications and Signal Processing (WCSP)

Authors: Xinwei Liu | Li Huang | Jian Xiao

Semantic Image Segmentation using CNN (Convolutional Neural Network) based Technique

PROCEEDINGS ARTICLE published 17 June 2022 in 2022 IEEE World Conference on Applied Intelligence and Computing (AIC)

Authors: Bahar Uddin Mahmud | Guan Yue Hong

Image Retrieval based on Deep Learning - Convolutional Neural Networks

PROCEEDINGS ARTICLE published 18 November 2022 in 2022 International Interdisciplinary Humanitarian Conference for Sustainability (IIHC)

Authors: Kannagi A | Ravikumar Lanke

Study on Echocardiographic Image Segmentation Based on Attention U-Net

PROCEEDINGS ARTICLE published 7 August 2022 in 2022 IEEE International Conference on Mechatronics and Automation (ICMA)

Authors: Kai Wang | Jiwei Zhang | Hirotaka Hachiya | Haiyuan Wu

Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN)

PROCEEDINGS ARTICLE published 16 October 2022 in 2022 IEEE International Conference on Image Processing (ICIP)

Authors: Inder Pal Singh | Enjie Ghorbel | Oyebade Oyedotun | Djamila Aouada

MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation

PROCEEDINGS ARTICLE published 30 November 2022 in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Authors: Tariq M. Khan | Muhammad Arsalan | Antonio Robles-Kelly | Erik Meijering

HC-Net: Hierarchical Context integration Network for medical image segmentation

PROCEEDINGS ARTICLE published 28 November 2022 in Proceedings of the 2022 5th International Conference on Telecommunications and Communication Engineering

Authors: Yiru Liu