Image Translation of Breast Ultrasound to Pseudo Anatomical Display by CycleGAN [PDF]
Bioengineering, 2023 Ultrasound imaging is cost effective, radiation-free, portable, and implemented routinely in clinical procedures. Nonetheless, image quality is characterized by a granulated appearance, a poor SNR, and speckle noise.
Lilach Barkat, Moti Freiman, Haim Azhari
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Ultrawidefield-to-Conventional Fundus Image Translation with Scaled Feature Registration and Distorted Vessel Correction [PDF]
BioengineeringConventional fundus (CF) and ultrawidefield fundus (UF) imaging are two primary modalities widely used in ophthalmology. Despite the complementary use of both imaging modalities in clinical practice, existing research on fundus image translation has yet ...
JuChan Kim +6 more
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DCLTV: An Improved Dual-Condition Diffusion Model for Laser-Visible Image Translation [PDF]
SensorsLaser active imaging systems can remedy the shortcomings of visible light imaging systems in difficult imaging circumstances, thereby attaining clear images.
Xiaoyu Zhang +8 more
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Laser-Visible Face Image Translation and Recognition Based on CycleGAN and Spectral Normalization [PDF]
Sensors, 2023 The range-gated laser imaging instrument can capture face images in a dark environment, which provides a new idea for long-distance face recognition at night.
Mingyu Qin +3 more
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Synthesize and Segment: Towards Improved Catheter Segmentation via Adversarial Augmentation
Applied Sciences, 2021 Automatic catheter and guidewire segmentation plays an important role in robot-assisted interventions that are guided by fluoroscopy. Existing learning based methods addressing the task of segmentation or tracking are often limited by the scarcity of ...
Ihsan Ullah +4 more
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An Unpaired Thermal Infrared Image Translation Method Using GMA-CycleGAN
Remote Sensing, 2023 Automatically translating chromaticity-free thermal infrared (TIR) images into realistic color visible (CV) images is of great significance for autonomous vehicles, emergency rescue, robot navigation, nighttime video surveillance, and many other fields ...
Shihao Yang +4 more
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Data Augmentation of Backscatter X-ray Images for Deep Learning-Based Automatic Cargo Inspection
Sensors, 2021 Custom inspection using X-ray imaging is a very promising application of modern pattern recognition technology. However, the lack of data or renewal of tariff items makes the application of such technology difficult.
Hyunwoo Cho +3 more
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Joint Disparity Estimation and Pseudo NIR Generation From Cross Spectral Image Pairs
IEEE Access, 2022 Cross spectral stereo matching is a challenging task due to different spectral properties causing unreliable results in correspondence estimation. In this paper, we propose joint disparity estimation and pseudo near infrared (NIR) generation from cross ...
Zenghui Duan, Cheolkon Jung
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High-Quality Face Caricature via Style Translation
IEEE Access, 2023 Caricature is an exaggerated form of artistic portraiture that accentuates unique yet subtle characteristics of human faces. Recently, advancements in deep end-to-end techniques have yielded encouraging outcomes in capturing both style and elevated ...
Lamyanba Laishram +3 more
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CryoETGAN: Cryo-Electron Tomography Image Synthesis via Unpaired Image Translation
Frontiers in Physiology, 2022 Cryo-electron tomography (Cryo-ET) has been regarded as a revolution in structural biology and can reveal molecular sociology. Its unprecedented quality enables it to visualize cellular organelles and macromolecular complexes at nanometer resolution with
Xindi Wu +6 more
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