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Structural cracks don’t stand a chance against this dual-module AI

The YOLOv8 and Swin Transformer dual-module system significantly improves structural crack detection, offering a faster and ...
Frontiers

Research on breast tumor segmentation based on the Mamba architecture

1 Anhui University of Chinese Medicine, Hefei, China 2 College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China Medical image segmentation is fundamental ...
IEEE

TSNet: A Transformer-based Medical Image Segmentation Algorithm for Improving Channel Interaction

Abstract: Medical image segmentation is crucial for separating tissue structures and anatomical regions. However, due to significant variations in size, shape, and density of target tissues in medical ...
Nanowerk

AI rebuilds 3D structures from 2D microscope images with speed and precision

An AI algorithm converts 2D electron microscope images into accurate 3D structures, cutting analysis time and cost to one-eighth while preserving precision. The newly developed algorithm requires ...
Frontiers

Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm

Aiming at the problem of inaccurate fruit recognition and fruit diameter detection in the persimmon inspection process, this research proposes a novel persimmon accurate recognition and fruit diameter ...
IEEE

AVNPSO: Hyperparameter Optimization of Encoder-Decoder Networks for Image Segmentation

Abstract: Image segmentation is crucial in many fields, but existing image segmentation models based on encoder-decoder networks are constrained by manual parameter tuning and the limited ...
Scientific Research Publishing

Ramesh, K.K.D., Kumar, G.K., Swapna, K., Datta, D. and Rajest, S.S. (2021) A Review of Medical Image Segmentation Algorithms. EAI Endorsed Transactions on Pervasive Health and ...

ABSTRACT: In this paper, a novel multilingual OCR (Optical Character Recognition) method for scanned papers is provided. Current open-source solutions, like Tesseract, offer extremely high accuracy ...
Scientific Research Publishing

Research on Automated Accurate Segmentation Algorithm of Double Kidney in Renal Dynamic Imaging Based on Improved UNet ()

1 School of Electronic Information, Xijing University, Xi’an, China. 2 Department of Nuclear Medicine, Shaanxi Provincial Cancer Hospital, Xi’an, China. 3 Shaanxi University of Chinese Medicine, ...