Litcius/Paper detail

Advanced Image Post-Processing Methods for Photoacoustic Tomography: A Review

Kaiyi Tang, Shuangyang Zhang, Zhichao Liang, Yang Wang, Jia Ge, Wufan Chen, Qi Li

2023Photonics11 citationsDOIOpen Access PDF

Abstract

Photoacoustic tomography (PAT) is a promising imaging technique that utilizes the detection of light-induced acoustic waves for both morphological and functional biomedical imaging. However, producing high-quality images using PAT is still challenging and requires further research. Besides improving image reconstruction, which turns the raw photoacoustic signal into a PAT image, an alternative way to address this issue is through image post-processing, which can enhance and optimize the reconstructed PAT image. Image post-processing methods have rapidly emerged in PAT and are proven to be essential in improving image quality in recent research. In this review, we investigate the need for image post-processing in PAT imaging. We conduct a thorough literature review on the latest PAT image post-processing articles, including both general and PAT-specific post-processing techniques. In contrast to previous reviews, our analysis focuses specifically on advanced image post-processing rather than image reconstruction methods. By highlighting their potential applications, we hope to encourage further research and development in PAT image post-processing technology.

Topics & Concepts

Image processingComputer scienceImage qualityPhotoacoustic imaging in biomedicineComputer visionDigital image processingArtificial intelligenceImage restorationIterative reconstructionSignal processingImage (mathematics)OpticsDigital signal processingComputer hardwarePhysicsPhotoacoustic and Ultrasonic ImagingThermography and Photoacoustic TechniquesOptical Imaging and Spectroscopy Techniques