image enhancement techniques

"Machine Vision – Chapter 3: Intensity Transformations and Spatial Filtering" explores essential techniques in image preprocessing, including contrast enhancement, histogram equalization, and filtering methods such as smoothing and sharpening. These operations are fundamental for improving image quality and extracting meaningful features in machine vision applications.

70p phongtrongkim0906 16-05-2025 1 1   Download

This study presents a novel polyp segmentation approach using ResUnet++. Trained on Kvasir-SEG and CVCClinicDB, ResUnet++ significantly outperforms traditional UNet and ResUnet. Its residual blocks and attention mechanisms enhance feature extraction, leading to improved segmentation in challenging cases.

9p visarada 28-04-2025 1 1   Download

Ultrasound tomography is a non-invasive imaging technique that seeks to determine the internal distribution of acoustic properties within the body by analyzing measured ultrasound data. Based on the distorted Born iterative method (DBIM), this work suggests employing resolution-jumping and beamforming techniques for tomographic ultrasound imaging.

11p vibenya 31-12-2024 12 2   Download