Advances in Image Enhancement

• Other Authors: Tian, Chunwei (Editor), Ren, Wenqi (Editor), Liang, Yudong (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Information technology industries; Computer science; dual networks; enhanced CNN; fine learning block; image super-resolution; attention mechanism; convolutional neural networks; deep learning; generative adversarial networks; multiple domains; translate images; restart strategy; adaptive adjustment; particle swarm optimization; spline interpolation; image denoising; GAN; optimization algorithm; autoencoder; ResNet; object detection; YOLOv5s; image segmentation; wavelet scattering; loss function; active contour; medical image; image stitching; camera calibration; layered projection; binocular ranging; stereo correction; HOG; feature fusion; DHV recognition; image enhancement; cross stage partial network; zero-reference; Ghost module; NDT registration; map building; RandLa-Net; random sampling; semantic segmentation; capsule network; power line scene recognition; complex background; Visual SLAM; dynamic scene; YOLOv5; K-means clustering; probability update; side-scan sonar; segmentation; CNN; SE-block; multi-channel; blockchain technology; electronic bidding; system design; A-star algorithm; artificial potential field method; least squares method; path planning; night image dehazing; encoder-decoder architecture; image fusion; multi-scale network; serial architecture; U-net; blind watermark removal; low illumination; Retinex theory; histogram equalization; wavelet transform; color moments; non-local mean filter
• Online Access: DOAB: download the publication; DOAB: description of the publication

In the era of the Internet of Things, images have played important roles in human-computer interactions, and with the arrival of big data technology, people have higher requirements regarding image quality, especially for images collected in dark light. This can be addressed through the development...