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Structural Similarity Index

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lightbulbAbout this topic
The Structural Similarity Index (SSIM) is a perceptual metric used to assess the similarity between two images. It evaluates changes in structural information, luminance, and contrast, providing a more accurate representation of perceived image quality compared to traditional metrics like Mean Squared Error (MSE).
lightbulbAbout this topic
The Structural Similarity Index (SSIM) is a perceptual metric used to assess the similarity between two images. It evaluates changes in structural information, luminance, and contrast, providing a more accurate representation of perceived image quality compared to traditional metrics like Mean Squared Error (MSE).

Key research themes

1. What are the theoretical foundations and metric properties of component-wise dissimilarity measures and their role in pattern recognition?

This theme examines the mathematical characterization of component-wise dissimilarity measures used in pattern recognition, especially when dealing with complex heterogeneous data structures. It addresses how such measures, often non-Euclidean and non-metric, support representation and learning in unconventional data spaces by combining sub-dissimilarities tailored to data types. Metric learning techniques over these spaces enable more accurate similarity estimation crucial for classification and clustering.

Key finding: The study formally defines component-wise dissimilarity measures combining heterogeneous sub-dissimilarities and investigates their metric and non-metric properties essential for embedding and learning tasks within pattern... Read more

2. How is semantic similarity quantified through ontology-based structural measures incorporating information content for digital resource comparison?

This theme explores ontology-based semantic similarity measures that leverage structural relationships and concept information content to compare digital resources semantically annotated with ontology concepts. The focus is on methods integrating taxonomic reasoning with weighting schemes derived from ontology structure or annotated data to compute concept similarities. Experimental validation on real-world large datasets, including expert judgments, demonstrates the effectiveness of such parametric semantic similarity methods.

Key finding: The paper presents SemSim p, a parametric semantic similarity approach that computes concept weights using ontology structure or digital resource annotations, enabling flexible and accurate semantic similarity estimation of... Read more
Key finding: Proposes a novel structural similarity measure for ontology entity alignment based on information content and hierarchical relationships within ontologies. The measure accounts for multiple structural criteria (e.g.,... Read more

3. What are the advances in image similarity measures incorporating fuzzy set theory and their robustness to noise and distortions compared to classical methods?

This theme investigates image similarity indices grounded in fuzzy relations and fuzzy set theory, aiming to improve robustness against noise and image distortions. By modeling images as fuzzy sets and measuring similarity through fuzzy relation equations solved via greatest and smallest fuzzy sets, these methods offer symmetry and noise resilience advantages. They provide an alternative to pixel-wise approaches like PSNR and SSIM, with particular attention to block-wise fuzzy partitioning for image comparison.

Key finding: Introduces an image similarity measure that partitions images into blocks represented as fuzzy relations, and calculates similarity via the greatest and smallest fuzzy set solutions of max-min and min-max fuzzy relation... Read more

4. How can structural similarity computations between XML documents and DTDs be efficiently accomplished using tree edit distance methods?

This research area deals with computing structural similarity between XML documents and their corresponding Document Type Definitions (DTDs) by representing both as ordered labeled trees and employing tree edit distance algorithms. The challenge lies in handling the expressive constructs of DTDs (e.g., repeatability, alternativeness), which differ from traditional approximate pattern matching problems. Polynomial-time tree edit algorithms adapted for XML/DTD structures enable efficient and effective similarity measurements supporting various applications like classification, querying, and data integration.

Key finding: Proposes a novel polynomial-complexity tree edit distance algorithm tailored for comparing XML documents and DTDs by modeling them as ordered labeled trees with DTD operators faithfully represented. This approach outperforms... Read more
Key finding: Provides an extensive overview classifying XML similarity detection techniques into structural-only and structural-plus-content categories, highlighting the importance of semantic similarity in XML data management. The paper... Read more

All papers in Structural Similarity Index

Ceftriaxone sodium is a third generation cephalosporin. This antibiotic cannot be absorbed orally owing to its very less permeation through GI epithelia. Other problem associated with the drug is its acid labile nature. The present study... more
Non-invasive strategies for the analysis of endogenous DNA damage are of interest for the purpose of monitoring genomic exposure to biologically produced chemicals. We have focused our research on the biological processing of DNA adducts... more
Gross Brukkaros is a volcano-shaped inselberg rising 600 m above the Nama plain in southern Namibia. It evolved in several steps starting with the intrusion of a laccolithic body which caused uplift and radial fissuring of the overlying... more
Prof Laurie Dickie's review and feedback helped the author in finalizing the manuscript. Dr Janine Rutledge, CBS Communication skills Centre, provided fruitful suggestions on the grammar and semantics of the text in the thesis. The author... more
Paranthropus aethiopicus); KNM-ER 801 (molar attributed to P. boisei 27 ); KNM-ER 1805E (premolar attributed to H. habilis 27 ); KNM-ER 1482B (molar attributed to H. rudolfensis 27 ); KNM-ER 809B (molar attributed to H. ergaster 27 );... more
English abstract We propose a Web-based application for revising an OWL ontology. The main functionality of this application consists in changing as less as possible an initial ontology when adding a new piece of knowledge such as an... more
Plant B-type cyclin genes are expressed specifically in late G2-and M-phases during the cell cycle. Their promoters contain a common cis -acting element, called the MSA (M-specific activator) element, that is necessary and sufficient for... more
The assessment of biomaterial compatibility relies heavily on the analysis of macroscopic cellular responses to material interaction. However, new technologies have become available that permit a more profound understanding of the... more
The effects of two different xeno-free basal culture medium supplemented with osteogenic-inductive elements Dex 10 nM, AA 50 µM, and βGP 10 mM on cell metabolic activity of different donors .
Adrenomedullin is a peptide hormone extracted from pheochromocytoma in humans has 52 amino acid held together by a single disulphide bond. The name adrenomedullin was given as it is abundantly found in adrenal medulla, comes under... more
Candida infection is found among a wide population including immuno-compromised individuals like HIV/AIDS patients with worldwide distribution. Candidiasis is the commonest opportunistic infection in the immunocompromised group. It shows... more
The biochemical characterization of protein structures has led to a better understanding of allergens, their structure/function relationship, and can be very powerful in identifying protein sequences with significant structural similarity... more
Here, we introduce TOPStrings (TOPS+), a highly abstract string-based model of protein topology which permits efficient computation of structure comparison, and can optionally represent ligand information. In this model we consider loops... more
This study analyses the influence of word problem's context and structure, and capturing the structure and using analogies on problem-solving. A 2x3x2 factorial design was used with two between-subjects variables -capturing the... more
Se desarrollan dos estudios exploratorios para analizar el éxito en la transferencia en resolución de problemas a partir de análogos. Las diferentes analogías entre problemas ‘ejemplo’ y ‘propuestos’ se suponen construidas a partir de dos... more
En este trabajo se analiza la influencia del nivel académico, de los estudios cursados, de la estructura y contexto del problema, de la captación de la estructura y del uso de analogías, en la resolución de problemas. Se ha utilizado un... more
Resumen: En este trabajo se introduce el concepto de transferencia en el aprendizaje, se clasifican en sus diferentes tipos y se discute su importancia en la resolución de problemas de ciencias y matemáticas. Además se discute el papel de... more
The vibrational properties of yttrium orthovanadate (YVO 4 ) single crystals, with tetragonal zircon structure, have been investigated by means of polarized micro-Raman spectroscopy and ab initio calculations. Raman spectra were taken at... more
La communication de la science a une importance cruciale : diffusion des connaissances, régulation de la concurrence, etc. Elle est, de nos jours, influencée par diverses exigences institutionnelles et sociales dont l’évaluation de la... more
El objetivo de este trabajo fue determinar el efecto que las similitudes de objeto tienen sobre las evaluaciones de calidad de una analogía. Los participantes divididos en dos grupos puntuaron en qué medida consideraban que ciertos pares... more
Experimental studies on analogical re- trieval have shown that interdomain retrieval is less frequent than intradomain retrieval. Using a production paradigm, Blanchette and Dunbar (2000) obtained opposite results. Dunbar (2001)... more
The fast developing field of molecule-based magnets involving organic and coordination chemistry provides the physicist with a multitude of novel compounds of unprecedented structure. The magnetic structure of Cu 4 ͑tetren͓͒W͑CN͒ 8 ͔ 4... more
was rapidly removed by rotary evaporator from a solution of about 1 mg of 33 in ether, and the appropriate solvent was immediately added. The solution was then p l a d in an NMFt tube and sealed. The NMR tube was placed in a constant... more
Bioinformatics is an interdisciplinary field of information technology for understanding biological data from genome to protein. It includes a combination of fields of science, computer science, statistics, mathematics, and engineering to... more
Organic fluoronium ions can be described as positively charged molecules in which the most electronegative and least polarizable element fluorine engages in two partially covalent bonding interactions to two carbon centers. While recent... more
The growing demand for accurate geospatial analysis in sectors such as climate monitoring, precision agriculture, urban infrastructure planning, and disaster response has intensified the need for high-resolution satellite imagery.... more
Capistruin, a ribosomally synthesized post-translationally modified peptide produced by Burkholderia thailandensis E264, efficiently inhibits growth of Burkholderia and closely related Pseudomonas strains. The functional target of... more
The always increasing complexity of digital system is overcome in design flows based on Transaction Level Modeling (TLM) by designing and verifying the system at different abstraction levels. The design implementation starts from a TLM... more
The Neogene environment and paleovegetation of today's semi-arid and arid Central Asia remain elusive. Little is known about the effect of paleoclimatic change on the distribution and ecological response mechanisms of aquatic plants,... more
The clam Scapharca inaequivalvis possesses two cooperative oxygen binding hemoglobins in its red cells: a homodimeric HbI and a heterotetrameric A2B2 HbII. Each AB dimeric half of HbII is assembled very similarly to that of the well... more
Hydroacylation is a relatively new and little explored process which is highly atom economic and potentially an attractive process. Intramolecular systems have become valuable tools for the formation of 5-membered rings with... more
genetic and antigenic analyses. strains and other pathogenic treponemes: among Treponema pallidum subspecies and Conservation of the 15-kilodalton lipoprotein
One of the fundamental insights of quantum mechanics is that complete knowledge of the state of a quantum system is not possible. Such incomplete knowledge of a physical system is the norm rather than the exception. This is becoming... more
Evolution is a slow but sure process of perfecting design to give a life-form a natural advantage in a competitive environment. The resulting complexity and performance are so sophisticated that, by and large, they are yet to be matched... more
A menopause-induced estrogen deficiency might increase body-fat accumulation, insulin resistance, and abnormal blood sugar and lipids. Thus, postmenopausal women have a high risk of cardiovascular diseases. Some studies indicated that soy... more
Background Thyroid storm is an endocrine emergency and life-threatening condition discovered in 1926. There is no specific laboratory parameter that can differentiate or distinguish between thyroid storm and primary hyperthyroidism.... more
The UL14 protein of herpes simplex virus type 1 (HSV-1) is highly conserved in herpesvirus family. However, its exact function during the HSV-1 replication cycle is little known. In the present study, a high throughput yeast twohybrid... more
Parotid Secretory Protein (PSP) (C20orf70) is a salivary protein of unknown function. The protein belongs to the palate, lung and nasal epithelium clone (PLUNC) family of mucosal secretory proteins that are predicted to be structurally... more
This paper reports an ew approach to modifying the sound produced by aw ind instrument. The approach is based on modal active control, which enables adjustment of the damping and the frequencies of the different resonances of as ystem. As... more
Summary: A structured folding pathway, which is a time ordered sequence of folding events, plays an important role in the protein folding process and hence, in the conformational search. Pathway prediction, thus gives more insight into... more
The mammalian Na + -H + exchanger isoform 1 (NHE1) is a plasma membrane protein that regulates intracellular pH in the myocardium by removing one intracellular hydrogen ion in exchange for one extracellular sodium ion. While NHE1... more
The sodium/proton exchanger isoform 1 (NHE1) is an ubiquitous plasma membrane protein that regulates intracellular pH by removing excess intracellular acid. NHE1 is important in heart disease and cancer, making it an attractive... more
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