scholarly journals A Novel Approach to Image Recoloring for Color Vision Deficiency

Sensors ◽  
2021 ◽  
Vol 21 (8) ◽  
pp. 2740
Author(s):  
George E. Tsekouras ◽  
Anastasios Rigos ◽  
Stamatis Chatzistamatis ◽  
John Tsimikas ◽  
Konstantinos Kotis ◽  
...  
Keyword(s):  
Color Vision ◽  
Subjective Evaluation ◽  
Qualitative Evaluation ◽  
Input Image ◽  
Color Contrast ◽  
Aesthetic Appearance ◽  
Novel Approach ◽  
Color Blind ◽  
Color Vision Deficiencies ◽  
The Aesthetic

In this paper, a novel method to modify color images for the protanopia and deuteranopia color vision deficiencies is proposed. The method admits certain criteria, such as preserving image naturalness and color contrast enhancement. Four modules are employed in the process. First, fuzzy clustering-based color segmentation extracts key colors (which are the cluster centers) of the input image. Second, the key colors are mapped onto the CIE 1931 chromaticity diagram. Then, using the concept of confusion line (i.e., loci of colors confused by the color-blind), a sophisticated mechanism translates (i.e., removes) key colors lying on the same confusion line to different confusion lines so that they can be discriminated by the color-blind. In the third module, the key colors are further adapted by optimizing a regularized objective function that combines the aforementioned criteria. Fourth, the recolored image is obtained by color transfer that involves the adapted key colors and the associated fuzzy clusters. Three related methods are compared with the proposed one, using two performance indices, and evaluated by several experiments over 195 natural images and six digitized art paintings. The main outcomes of the comparative analysis are as follows. (a) Quantitative evaluation based on nonparametric statistical analysis is conducted by comparing the proposed method to each one of the other three methods for protanopia and deuteranopia, and for each index. In most of the comparisons, the Bonferroni adjusted p-values are <0.015, favoring the superiority of the proposed method. (b) Qualitative evaluation verifies the aesthetic appearance of the recolored images. (c) Subjective evaluation supports the above results.

scholarly journals Image Content Enhancement Through Salient Regions Segmentation for People With Color Vision Deficiencies

i-Perception ◽  
2019 ◽  
Vol 10 (3) ◽  
pp. 204166951984107 ◽  
Author(s):  
Alessandro Bruno ◽  
Francesco Gugliuzza ◽  
Edoardo Ardizzone ◽  
Calogero Carlo Giunta ◽  
Roberto Pirrone
Keyword(s):  
Visual System ◽  
Eye Tracking ◽  
Color Vision ◽  
Human Visual System ◽  
Color Images ◽  
Color Mapping ◽  
Visual Systems ◽  
Salient Regions ◽  
Color Blind ◽  
Color Vision Deficiencies

Color vision deficiencies affect visual perception of colors and, more generally, color images. Several sciences such as genetics, biology, medicine, and computer vision are involved in studying and analyzing vision deficiencies. As we know from visual saliency findings, human visual system tends to fix some specific points and regions of the image in the first seconds of observation summing up the most important and meaningful parts of the scene. In this article, we provide some studies about human visual system behavior differences between normal and color vision-deficient visual systems. We eye-tracked the human fixations in first 3 seconds of observation of color images to build real fixation point maps. One of our contributions is to detect the main differences between the aforementioned human visual systems related to color vision deficiencies by analyzing real fixation maps among people with and without color vision deficiencies. Another contribution is to provide a method to enhance color regions of the image by using a detailed color mapping of the segmented salient regions of the given image. The segmentation is performed by using the difference between the original input image and the corresponding color blind altered image. A second eye-tracking of color blind people with the images enhanced by using recoloring of segmented salient regions reveals that the real fixation points are then more coherent (up to 10%) with the normal visual system. The eye-tracking data collected during our experiments are in a publicly available dataset called Eye-Tracking of Color Vision Deficiencies.

scholarly journals Using users’ physiological responses for the estimation of websites’ aesthetic judgments

2019 ◽  
Author(s):  
Giulio Gabrieli ◽  
Marc H. Bornstein ◽  
Gianluca Esposito
Keyword(s):  
Linear Models ◽  
Physiological Activity ◽  
Visual Complexity ◽  
Network Models ◽  
Neural Network Models ◽  
Behavioral Ratings ◽  
Aesthetic Appearance ◽  
Novel Approach ◽  
The Aesthetic ◽  
Aesthetic Judgments

The aesthetic appearance of websites can influence the perception of their usability, reliability,and trustworthiness. Several studies investigated the relationship between single aestheticfeatures and explicit aesthetic judgments, demonstrating the existence of an attribution bias.However, only a limited amount of studies focused on the interaction between multiple visualproperties and have considered not only explicit ratings, but also implicit judgments. In thiswork, we employ a novel approach, based on the analysis of physiological signals (implicitmeasures) and the application of machine learning and neural network models to predict users’perceived aesthetic pleasure from the empirical analysis of web pages’ advanced visual properties(e.g. symmetry, visual complexity, colorfulness, ratio between visual and textual areas). Youngadults (N=59, 33 females, Mean age = 21.52 years) assessed the aesthetic appeal of websitesand emotional pictures while their physiological activity was recorded. Results using recursivepartitioning and generalized linear models demonstrate the possibility of predicting the averageaesthetic rating of a website using both explicit (behavioral ratings) and implicit measures(physiological activities).

Genetic manipulation on human beings

2010 ◽  
pp. 52-72
Author(s):  
Serena Zacchigna ◽  
Mauro Giacca
Keyword(s):  
Gene Therapy ◽  
Genetic Manipulation ◽  
Human Beings ◽  
Ethical Challenges ◽  
Genetic Characteristics ◽  
Safety Issues ◽  
The Public ◽  
Aesthetic Appearance ◽  
The Aesthetic ◽  
Definition Of

Since the early days of gene therapy, both the scientific community and the public have perceived the ethical challenges intrinsic to this discipline. First, the technology exploited by gene therapy is still experimental and burdened by important safety issues. Second, in several instances gene therapy aims at stably modifying the genetic characteristics of individuals. Third, the same modifications could in principle be applied also to embryos, foetuses or germ cells. Finally, while gene therapy applications are generally accepted for therapeutic purposes, the same gene transfer technologies could also be exploited to improve the aesthetic appearance, or the physical and intellectual performance of people. The definition of suitable guidelines for a controlled, ethically accepted translation of gene therapy to the clinics remains a major challenge for the near future.

Color Blindness in Mentally Retarded Children

1969 ◽  
Vol 35 (8) ◽  
pp. 609-616 ◽  
Author(s):  
Jerome D. Schein ◽  
John A. Salvia
Keyword(s):  
Sex Differences ◽  
General Population ◽  
Color Vision ◽  
Mentally Retarded ◽  
Color Blindness ◽  
Instructional Materials ◽  
Normal Children ◽  
Color Blind ◽  
Mentally Retarded Children

Recent studies of mentally retarded children have found substantially higher rates of color blindness than are usually reported for the general population. In 2 of these studies, sex differences in color blindness, invariably found in intellectually normal children, do not appear. Reanalysis of data from one of the studies of retarded children suggests the possibility that the high rates arise from the difficulty in comprehending the test and following the directions rather than from faulty color vision. However, even if the number of color blind retarded children is actually lower than these studies show, the need for research on this topic seems apparent. Using color dependent instructional materials with color blind, mentally retarded children may be detrimental.

scholarly journals Can we measure beauty? Computational evaluation of coral reef aesthetics

PeerJ ◽  
2015 ◽  
Vol 3 ◽  
pp. e1390 ◽  
Author(s):  
Andreas F. Haas ◽  
Marine Guibert ◽  
Anja Foerschner ◽  
Tim Co ◽  
Sandi Calhoun ◽  
...  
Keyword(s):  
Coral Reef ◽  
Coral Reefs ◽  
Local Population ◽  
Machine Learning Algorithms ◽  
Monitoring Tool ◽  
Photographic Images ◽  
Aesthetic Appearance ◽  
The Aesthetic ◽  
Monitoring Protocols ◽  
Aesthetic Values

The natural beauty of coral reefs attracts millions of tourists worldwide resulting in substantial revenues for the adjoining economies. Although their visual appearance is a pivotal factor attracting humans to coral reefs current monitoring protocols exclusively target biogeochemical parameters, neglecting changes in their aesthetic appearance. Here we introduce a standardized computational approach to assess coral reef environments based on 109 visual features designed to evaluate the aesthetic appearance of art. The main feature groups include color intensity and diversity of the image, relative size, color, and distribution of discernable objects within the image, and texture. Specific coral reef aesthetic values combining all 109 features were calibrated against an established biogeochemical assessment (NCEAS) using machine learning algorithms. These values were generated for ∼2,100 random photographic images collected from 9 coral reef locations exposed to varying levels of anthropogenic influence across 2 ocean systems. Aesthetic values proved accurate predictors of the NCEAS scores (root mean square error < 5 forN≥ 3) and significantly correlated to microbial abundance at each site. This shows that mathematical approaches designed to assess the aesthetic appearance of photographic images can be used as an inexpensive monitoring tool for coral reef ecosystems. It further suggests that human perception of aesthetics is not purely subjective but influenced by inherent reactions towards measurable visual cues. By quantifying aesthetic features of coral reef systems this method provides a cost efficient monitoring tool that targets one of the most important socioeconomic values of coral reefs directly tied to revenue for its local population.

scholarly journals Ear Reconstruction Simulation: From Handcrafting to 3D Printing

2019 ◽  
Vol 6 (1) ◽  
pp. 14 ◽  
Author(s):  
Elisa Mussi ◽  
Rocco Furferi ◽  
Yary Volpe ◽  
Flavio Facchini ◽  
Kathleen S. McGreevy ◽  
...  
Keyword(s):  
Costal Cartilage ◽  
Surgical Reconstruction ◽  
Ear Reconstruction ◽  
Autologous Tissue ◽  
Aesthetic Appearance ◽  
History Of ◽  
Common Clinical Practice ◽  
The Aesthetic ◽  
Manufacturing Technologies ◽  
High Level

Microtia is a congenital malformation affecting one in 5000 individuals and is characterized by physical deformity or absence of the outer ear. Nowadays, surgical reconstruction with autologous tissue is the most common clinical practice. The procedure requires a high level of manual and artistic techniques of a surgeon in carving and sculpting of harvested costal cartilage of the patient to recreate an auricular framework to insert within a skin pocket obtained at the malformed ear region. The aesthetic outcomes of the surgery are highly dependent on the experience of the surgeon performing the surgery. For this reason, surgeons need simulators to acquire adequate technical skills out of the surgery room without compromising the aesthetic appearance of the patient. The current paper aims to describe and analyze the different materials and methods adopted during the history of autologous ear reconstruction (AER) simulation to train surgeons by practice on geometrically and mechanically accurate physical replicas. Recent advances in 3D modelling software and manufacturing technologies to increase the effectiveness of AER simulators are particularly described to provide more recent outcomes.

scholarly journals Historical map viewer technology that guarantees nonlinear bijective conversion without distortion

2019 ◽  
Vol 1 ◽  
pp. 1-2
Author(s):  
Kohei Otsuka
Keyword(s):  
Open Source ◽  
History Education ◽  
Historical Maps ◽  
Ordinary People ◽  
Historical Information ◽  
Old Maps ◽  
Aesthetic Appearance ◽  
Historical Education ◽  
The Aesthetic ◽  
Coordinate Conversion

<p><strong>Abstract.</strong> Historical maps rich in historical information play an important role in fields such as tourism and history education. However, for ordinary people without knowledge of historical studies, it is difficult to understand inaccurate old maps that have not undergone surveying and to comprehend them in comparison with the current city townscape. Therefore, conventionally in GIS, a large number of corresponding points are prepared between an inaccurate historical map and an accurate map, the coordinates of the historical map are converted by forming a triangular mesh and conducting coordinate complement calculation, and the entire historical map image is re-represented by coordinate conversion. However, as shown in Figure 1, with this method there is a serious problem that causes distortion in the aesthetic appearance of the historical map, and remarkable impairment. It can be said that this problem has greatly damaged opportunities to use historical maps for tourism and historical education.</p><p>In this paper, we introduce our technology to solve this problem. Our technology has been implemented in the historical map viewer named Maplat, which is available at https://github.com/code4nara/Maplat as MIT-licensed open source.</p>

scholarly journals Obturator Prosthesis Rehabilitation after Maxillectomy: Functional and Aesthetical Analysis in 25 Patients

2021 ◽  
Vol 18 (23) ◽  
pp. 12524
Author(s):  
Massimo Corsalini ◽  
Giuseppe Barile ◽  
Santo Catapano ◽  
Annamaria Ciocia ◽  
Assunta Casorelli ◽  
...  
Keyword(s):  
Surgical Resection ◽  
Classification System ◽  
Subjective Evaluation ◽  
Treatment Options ◽  
Chewing Gum ◽  
Common Complication ◽  
Aesthetic Appearance ◽  
Number Of Patients ◽  
Obturator Prosthesis

The number of patients undergoing a surgical resection of the maxilla for oncological reasons is constantly increasing, the most common complication of which remains the communication between oral and nasal cavities. On the basis of data arising from the literature regarding the treatment options of maxillary oncological post-surgical defects, obturator prosthesis remains the most used worldwide. We studied 25 patients (with at least 1-year follow up) rehabilitated by obturator prosthesis after maxillary resection leading to oro-nasal communication, providing data on the objective/subjective evaluation of such rehabilitation and mastication performance measured by a two-color chewing gum test. The type of defect was classified according to the classification system proposed by Aramany. Among the patients in our study, 72% rated a higher score for either stability and retention than for aesthetic appearance, as confirmed by the Kapur score rated by clinicians. The two-color chewing gum test shows similar results as only one patient had insufficient chewing function. Interestingly, we found no correlation between the masticatory function and residual denture, confirming that the maxillary obturator remains a predictable solution in such patients regardless of the anatomical alterations following surgery.

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