ColorMedGAN: A Semantic Colorization Framework for Medical Images

ColorMedGAN: A Semantic Colorization Framework for Medical Images

Colorization for medical images helps make medical visualizations more engaging, provides better visualization in 3D reconstruction, acts as an image enhancement technique for tasks such as segmentation, and makes it easier for non-specialists to perceive tissue changes and texture details in medica...

Full description

Bibliographic Details
Main Authors:	Shaobo Chen, Ning Xiao, Xinlai Shi, Yuer Yang, Huaning Tan, Jiajuan Tian, Yujuan Quan
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Series:	Applied Sciences
Subjects:	medical image colorization CycleGAN visualization
Online Access:	https://www.mdpi.com/2076-3417/13/5/3168

Similar Items

Improving de novo Molecule Generation by Embedding LSTM and Attention Mechanism in CycleGAN
by: Feng Wang, et al.
Published: (2021-08-01)

Fully Automated Electronic Cleansing Using CycleGAN in Computed Tomography Colonography
by: Yoshitaka Isobe, et al.
Published: (2022-10-01)

Automated Extraction of Cerebral Infarction Region in Head MR Image Using Pseudo Cerebral Infarction Image by CycleGAN
by: Mizuki Yoshida, et al.
Published: (2022-01-01)

Image Translation of Breast Ultrasound to Pseudo Anatomical Display by CycleGAN
by: Lilach Barkat, et al.
Published: (2023-03-01)

Visual resource extraction and artistic communication model design based on improved CycleGAN algorithm
by: Anyu Yang, et al.
Published: (2024-03-01)

An Enhancement and Detection Method for a Glue Dispensing Image Based on the CycleGAN Model
by: Zhang Xing-Wei, et al.
Published: (2022-01-01)

Unpaired Underwater Image Enhancement Based on CycleGAN
by: Rong Du, et al.
Published: (2021-12-01)

CycleGAN-Based Singing/Humming to Instrument Conversion Technique
by: Wen-Hsing Lai, et al.
Published: (2022-05-01)

CycleGAN-Based Deblurring for Gaze Tracking in Vehicle Environments
by: Hyo Sik Yoon, et al.
Published: (2020-01-01)

Detail-Preserving CycleGAN-AdaIN Framework for Image-to-Ink Painting Translation
by: Fengquan Zhang, et al.
Published: (2020-01-01)

Stain Style Transfer for Histological Images Using S3CGAN
by: Jiann-Shu Lee, et al.
Published: (2022-01-01)

Multi-Contrast MRI Image Synthesis Using Switchable Cycle-Consistent Generative Adversarial Networks
by: Huixian Zhang, et al.
Published: (2022-03-01)

A New Method for Training CycleGAN to Enhance Images of Cold Seeps in the Qiongdongnan Sea
by: Yuanheng Li, et al.
Published: (2023-02-01)

ICEGAN: inverse covariance estimating generative adversarial network
by: Insoo Kim, et al.
Published: (2023-01-01)

Bootstrapped SSL CycleGAN for Asymmetric Domain Transfer
by: Lidija Krstanović, et al.
Published: (2022-03-01)

Generating Synthetic Images for Healthcare with Novel Deep Pix2Pix GAN
by: Abeer Aljohani, et al.
Published: (2022-10-01)

Digital inpainting of mural images based on DC-CycleGAN
by: Zhigang Xu, et al.
Published: (2023-08-01)

ADE-CycleGAN: A Detail Enhanced Image Dehazing CycleGAN Network
by: Bingnan Yan, et al.
Published: (2023-03-01)

Framework for Generation and Removal of Multiple Types of Adverse Weather from Driving Scene Images
by: Hanting Yang, et al.
Published: (2023-01-01)

Application of Improved CycleGAN in Laser-Visible Face Image Translation
by: Mingyu Qin, et al.
Published: (2022-05-01)

Semantic Segmentation With Low Light Images by Modified CycleGAN-Based Image Enhancement
by: Se Woon Cho, et al.
Published: (2020-01-01)

A Novel Weakly Supervised Remote Sensing Landslide Semantic Segmentation Method: Combining CAM and cycleGAN Algorithms
by: Yongxiu Zhou, et al.
Published: (2022-07-01)

Attention-Enhanced Unpaired xAI-GANs for Transformation of Histological Stain Images
by: Tibor Sloboda, et al.
Published: (2024-01-01)

Synthetic Data Generation Based on RDB-CycleGAN for Industrial Object Detection
by: Jiwei Hu, et al.
Published: (2023-11-01)

A Steganography Algorithm Based on CycleGAN for Covert Communication in the Internet of Things
by: Ruohan Meng, et al.
Published: (2019-01-01)

ChromoEnhancer: An Artificial-Intelligence-Based Tool to Enhance Neoplastic Karyograms as an Aid for Effective Analysis
by: Yahya Bokhari, et al.
Published: (2022-07-01)

ArCycleGAN: Improved CycleGAN for Style Transferring of Fruit Images
by: Hongqian Chen, et al.
Published: (2021-01-01)

Feature Map Regularized CycleGAN for Domain Transfer
by: Lidija Krstanović, et al.
Published: (2023-01-01)

Seismic random noise suppression using improved CycleGAN
by: Shimin Sun, et al.
Published: (2023-01-01)

HLSNC-GAN: Medical Image Synthesis Using Hinge Loss and Switchable Normalization in CycleGAN
by: Yang Heng, et al.
Published: (2024-01-01)

A Comparison Study Between CNN-Based Deformed Planning CT and CycleGAN-Based Synthetic CT Methods for Improving iCBCT Image Quality
by: Bo Yang, et al.
Published: (2022-05-01)

Laser-Visible Face Image Translation and Recognition Based on CycleGAN and Spectral Normalization
by: Mingyu Qin, et al.
Published: (2023-04-01)

Erratum: A comparison study between CNN-based deformed planning CT and CycleGAN-based synthetic CT methods for improving iCBCT image quality
by: Frontiers Production Office
Published: (2023-03-01)

Herniated Lumbar Disc Generation and Classification Using Cycle Generative Adversarial Networks on Axial View MRI
by: Wafa Mbarki, et al.
Published: (2021-04-01)

Effective Immunohistochemistry Pathology Microscopy Image Generation Using CycleGAN
by: Zidui Xu, et al.
Published: (2020-10-01)

Unsupervised image-to-image translation to reduce the annotation effort for instance segmentation of field vegetables
by: Nils Lüling, et al.
Published: (2024-03-01)

The Advent of Domain Adaptation into Artificial Intelligence for Gastrointestinal Endoscopy and Medical Imaging
by: Min Ji Kim, et al.
Published: (2023-09-01)

Artistic Robotic Arm: Drawing Portraits on Physical Canvas under 80 Seconds
by: Shady Nasrat, et al.
Published: (2023-06-01)

DE-CycleGAN: An Object Enhancement Network for Weak Vehicle Detection in Satellite Images
by: Peng Gao, et al.
Published: (2021-01-01)

Development of Road Surface Detection Algorithm Using CycleGAN-Augmented Dataset
by: Wansik Choi, et al.
Published: (2021-11-01)