Entropy in Image Analysis

• Main Author: Sparavigna, Amelia Carolina (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: MDPI - Multidisciplinary Digital Publishing Institute 2019
• Subjects: History of engineering & technology; keyframes; time-delay; whale optimization algorithm; multilevel thresholding; multi-exposure image fusion; additive manufacturing; patch structure decomposition; ultra-sound images; 3D scanning; Arimoto entropy; contrast enhancement; spatial filling factor; depth maps; image processing; 3D prints; differential evolution; field of experts; normalized divergence measure; image privacy; multiscale top-hat transform; q-exponential; texture information entropy; diffusion; hybrid algorithm; Weibull statistics; adaptive selection; nonextensive entropy; computer aided diagnostics; fatty liver; random forest; DNA encoding; low contrast; entropy; Minkowski island; fuzzy entropy; free-form deformations; person re-identification; chaotic system; DNA computing; pavement; information entropy; discrete entropy; Tsallis statistics; video skimming; prime-indexed primes; natural scene statistics (NSS); Hénon map; q-sigmoid; image entropy; Shannon entropy; macrotexture; Shannon's entropy; binary image; multi-feature fusion; image analysis; uncertainty assessment; non-rigid registration; hash layer; Cantor set; dynamic filtering; deep neural network; security analysis; multiple-image encryption; Hamming distance; blind image quality assessment (BIQA); q-Gaussian; remote sensing; decay trend; chaotic cryptography; chaotic strategy; cross-entropy loss; random insertion; metabolic syndrome; sign languages; generalized entropies; relevance feedback; image retrieval; two-dimensional chaotic economic map; cryptanalysis; infrared images; 3D Latin cube; SHA-256 hash value; gradient distributions; structural entropy; discrete cosine transform (DCT); chaotic map; hepatic steatosis; machine vision; electromagnetic field optimization; security; image segmentation; quantization loss; colonoscopy; video summarization; permutation; Kapur's entropy; surface quality assessment; permutation-diffusion; Ramanujan primes; Rényi entropies; chosen-plaintext attack; image encryption; dynamic index; color image segmentation; ultrasound; Otsu method; sigmoid; reconstruction; image information entropy; 3-D digital imaging; positron emission tomography; medical imaging
• Online Access: DOAB: download the publication; DOAB: description of the publication

Image analysis is a fundamental task for extracting information from images acquired across a range of different devices. Since reliable quantitative results are requested, image analysis requires highly sophisticated numerical and analytical methods-particularly for applications in medicine, securi...