Satellite Image Segmentation using Modified U-Net Convolutional Networks

PROCEEDINGS ARTICLE published 7 April 2022 in 2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)

Authors: N. Subraja | D. Venkatasekhar

TC-Net: Transformer-Convolutional Networks for Road Segmentation

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

Research funded by National Natural Science Foundation of China (61976023)

Authors: Zhenyu Wu | Chaohui Song | Haibin Yan

TLU-Net: Transfer Learning Framework using U-Net Convolutional Neural Networks for CT-based Lungs and COVID-19 Segmentation

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

Authors: Ahmed Albishri | Syed Jawad H. Shah | Yugyung Lee

Star-Net: a Multi-Branch Convolutional Network for Multiple Source Image Segmentation

PROCEEDINGS ARTICLE published October 2022 in 2022 16th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)

Authors: Giuseppe Placidi | Luigi Cinque | Michele Nappi | Matteo Polsinelli | Alessandro Sciarra | Genoveffa Tortora

Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation

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

Authors: Jhony H. Giraldo | Vincenzo Scarrica | Antonino Staiano | Francesco Camastra | Thierry Bouwmans

DTSC-Net: Semi-supervised 3D Biomedical Image Segmentation through Dual-Teacher Simplified Consistency

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

Authors: Xiaogen Zhou | Zhiqiang Li | Tong Tong

T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation

PROCEEDINGS ARTICLE published January 2022 in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Authors: Tariq M. Khan | Antonio Robles-Kelly | Syed S. Naqvi

SAResU-Net: Shuffle attention residual U-Net for brain tumor segmentation

PROCEEDINGS ARTICLE published 5 November 2022 in 2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

Research funded by National Natural Science Foundation of China (61972062)

Authors: Yuqing Zhang | Yutong Han | Dongwei Liu | Jianxin Zhang

Deep Convolutional Neural Networks Using U-Net for Automatic Intervertebral Disc Segmentation in Axial MRI

PROCEEDINGS ARTICLE published 7 September 2022 in 2022 Innovations in Intelligent Systems and Applications Conference (ASYU)

Authors: Merve Apaydin | Mehmethan Yumus | Ali Degirmenci | Serdar Kesikburun | Omer Karal

Focal Attention Networks: Optimising Attention for Biomedical Image Segmentation

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

Authors: Michael Yeung | Leonardo Rundo | Evis Sala | Carola-Bibiane Schonlieb | Guang Yang

Fully Convolutional and Feedforward Networks for The Semantic Segmentation of Remotely Sensed Images

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

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

Slim U-Net: Efficient Anatomical Feature Preserving U-net Architecture for Ultrasound Image Segmentation

PROCEEDINGS ARTICLE published 10 November 2022 in Proceedings of the 2022 9th International Conference on Biomedical and Bioinformatics Engineering

Authors: Deepak Raina | Kashish Verma | Sheragaru Hanumanthappa Chandrashekhara | Subir Kumar Saha

Evaluating transformer-based semantic segmentation networks for pathological image segmentation

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

Authors: Cam Nguyen | Zuhayr Asad | Ruining Deng | Yuankai Huo

Editors: Ivana Išgum | Olivier Colliot

Fire image segmentation based on transfer learning and fully convolutional neural network

PROCEEDINGS ARTICLE published 6 September 2022 in International Conference on Intelligent Systems, Communications, and Computer Networks (ISCCN 2022)

Authors: Yuanbin Wang | Zongyou Duan | Hailong Huang

Editors: Tok Wang Ling

An Ensemble of Fully Convolutional Neural Networks for Automatic Skin Lesion Segmentation

PROCEEDINGS ARTICLE published 31 October 2022 in 2022 Medical Technologies Congress (TIPTEKNO)

Authors: Elif Kanca | Selen Ayas

Hyper-Convolution Networks for Biomedical Image Segmentation

PROCEEDINGS ARTICLE published January 2022 in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Authors: Tianyu Ma | Adrian V. Dalca | Mert R. Sabuncu

Construction Site Segmentation Using Drone-Based Ortho-Image and Convolutional Encoder-Decoder Network Model

PROCEEDINGS ARTICLE published 7 March 2022 in Construction Research Congress 2022

Authors: Yuhan Jiang | Sisi Han | Yong Bai

Research on Semantic Segmentation of Ground- Based Cloud Image Based on Fully Convolutional Network

PROCEEDINGS ARTICLE published 25 November 2022 in 2022 China Automation Congress (CAC)

Authors: Jifei Sun | Kebin Jia

Brain Tumor Segmentation Using U-net and U-net++ Networks

PROCEEDINGS ARTICLE published 17 May 2022 in 2022 30th International Conference on Electrical Engineering (ICEE)

Authors: Seyyed Ali Mortazavi-Zadeh | Alireza Amini | Hamid Soltanian-Zadeh

Automatic Fault Segmentation Using Wavelet Convolutional Neural Networks

PROCEEDINGS ARTICLE published 18 March 2022 in Day 3 Thu, March 24, 2022

Authors: Xu Zhou | Qishuai Yin | Bin Wang