Endoscopic image classification algorithm based on Poolformer

H Wang, K Wang, T Yan, H Zhou, E Cao, Y Lu… - Frontiers in …, 2023 - frontiersin.org
Image desmoking is a significant aspect of endoscopic image processing, effectively
mitigating visual field obstructions without the need for additional surgical interventions …

MARS-GAN: Multilevel-Feature-Learning Attention-Aware Based Generative Adversarial Network for Removing Surgical Smoke

T Hong, P Huang, X Zhai, C Gu, B Tian… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Surgical smoke caused poor visibility during laparoscopic surgery, the smoke removal is
important to improve the safety and efficiency of the surgery. We propose the Multilevel …

Multi-stages de-smoking model based on CycleGAN for surgical de-smoking

X Su, Q Wu - International Journal of Machine Learning and …, 2023 - Springer
Smoke generated during laparoscopic surgery blocks the doctor's sight and degrades the
quality of the images severely; thus, surgical de-smoking is a crucial task during …

Self-Supervised Video Desmoking for Laparoscopic Surgery

R Wu, Z Zhang, S Zhang, L Gou, H Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Due to the difficulty of collecting real paired data, most existing desmoking methods train the
models by synthesizing smoke, generalizing poorly to real surgical scenarios. Although a …

A Novel Bacterial Foraging Optimization Based Multimodal Medical Image Fusion Approach

GA Muthulingam, VS Parvathy - Applied Science and …, 2023 - ph02.tci-thaijo.org
Multimodal medical image fusion (MIF) is the procedure of integrating different images in
single into multiple imaging modalities for increasing the image quality by preserving a …

[PDF][PDF] A Brief Review of Image Quality Assessment Techniques for Laparoscopic Image Restoration

X Qin, Z Zhong, H Wei, R Liu… - International Journal of …, 2022 - francis-press.com
Laparoscopic images usually suffer image degradation due to smoking, insufficient
illumination, specularity, and limited fields of view. Computer-assisted restoration algorithms …