Analysing Image Processing Algorithms Using Correlational Values within the Cloud Platform| Chapter 6 | Mathematics and Computer Science: Research Updates Vol. 8

 

Background: Image processing strategy is an important part of image processing to visualise the performance and outcome of the goal. Image processing is a discipline in which the process's input and output are both images. It is a process that entails elementary operations such as noise reduction, contrast enhancement, and image sharpening. Image analysis is a process that takes images as inputs but produces attributes extracted from those images as outputs (e.g., edges, contours, and the identity of individual objects).

 

Aims: This paper aims to analyse the algorithms of image processing in the cloud platform. Several algorithms are commonly used in image processing and computing techniques. Correlations for the observation matrix were observed to marginalise the images, and results were transmitted to the cloud platform.

 

Methodology: Here, a selection of state-of-art is applied to test image processing execution and timing factor using different strategies and platforms. Among them, the dataset structure and performance of the system can choose a verification algorithm to achieve the final operation. Based on the structure of a real-time image processing system based on SOPC technology is built, and the corresponding functional receiving unit is designed for real-time image storage, editing, viewing, and analysis. Datasets were collected online from the free domain of kaggle.com. Images belong to the traffic light of 250 out of 2056 files. 120 images were selected randomly to process after pre-processing of the images.

 

Results: Studies have shown that the image processing system based on cloud computing has increased the speed of image data processing by 12.7%. Compared with another platform, especially in the case of segmentation and enhancement of the image. This analysis has advantages in image compression and image restoration on a cloud platform. Qualitative and quantitative performances in the cloud platform of the algorithm are compared, and the results of the three indicators show that the platform has better performance than others. The results show that the cloud platform requires less computational time in comparison with others after loading the image file into the system.

 

Conclusion: Different image processing parameters like noise, smoothing, the timing of enhancement and segmentation have a greater effect on the compression effect of the image, including correlational value within the dataset of the image. The larger the correlation, the less compressed the image data is, the faster the image compression rate, and the lower the image's peak entry-to-noise ratio.

 

 

Author(s) Details

Faizur Rashid
Department of Computer Science and Engineering, SCOS, JSPM University, Pune, India.

 

Gavendra Singh
Department of Computer Science and Engineering, SDGI Global University, U.P., India.

 

Jemal Abate
Department of Computer Science, University of Illinois, Brazil.

 

Please see the book here :- https://doi.org/10.9734/bpi/mcsru/v8/5885

 

Time-Dependent Cox Regression Analysis of Rock Salt | Chapter 7 | Advances and Challenges in Science and Technology Vol. 2

 The main objective concerning this study is to analyse and anticipate the potential risk of rock salt damage using the Cox equivalent hazard model. Analysed according to the belief of continuous mechanism medium rock massif is a natural environment troublesome to know, so the forecasts refer to its behaviour are approximate and changeable. Such an assertion enhances a certitude, even developing from reality; results of the four fundamental features of mountain system are multiple and include really troublesome issues in mining field and mainly, in the constructions field. The concept and the habit to assess the stability of secret construction includes understanding its phenomenological development and doubtless the personality of rocks behaviour in massif. Most of moment of truth, the analysis of the behaviour of the rocks and the chance of their breaking requires concern of the simultaneous belongings of several determinants. Rocks behave otherwise over time, and in any position, there is a feasibility that the break will manifest itself. Many times, we do not have complete information for the study of the resistance period of the rocks. To carry out aforementioned an analysis, we projected the use of a regressive means, that is, the Cox equivalent hazard model. By applying the Cox model or equivalent hazard regression, we have the feasibility of predicting the relative risk (potential risk) of the incident of rock breakage based on various variables. Risk (hazard) can have a different alternative, either in the sense that it can increase in time or possibly decrease; if over time skilled is no variable or determinant that determines an progress towards breaking the rock, then the risk of breaking is lower. Based on the standard scheme of rocks behaviour habit to failure, we are intend a statistical reasoning method of results acquired by laboratory tests using Cox reversion. This method offer the chance to provide quantitatively and qualitatively moment of truth when the breakage happens. The method allows us to establish the link betwixt a certain determinant through which maybe forecasted rock breakage and the talent to resist; the design can be grown and applied massif scale and again in the stability study of underground everything.

Author(s) Details:

Mihaela Toderas,
University of Petrosani, Petrosani-332006, Romania.

Please see the link here: https://stm.bookpi.org/ACST-V2/article/view/11930

Effect of Varying Cooking Time on Amino Acids Profile of Flamboyant Seed Meal (Delonix regia) for Animals Feeding| Chapter 5 | Newest Updates in Agriculture and Veterinary Science Vol. 2

 The purpose concerning this study was to judge the influence of cooking occasion on amino acids profile of Flamboyant sources (Delonix regia). Delonix regia used for the study were composed at the premises of Plateau State College of Agriculture, Garkawa. Cooking begun at 100 C for 0, 30, 60, 90 and 120 minutes as situations and replicated three opportunities in a completely randomized design (CRD). It was before analyzed for two together essential and non-essential amino acid descriptions at the University of Jos, Plateau State, using a Technicon subsequent Multi-sample Amino Acid Analyzer (TSM). The findings disclosed significant (P<0.05) increase in the amino acids sketch from 0 to 60 minutes while a littlest loss was noticed in 90 to 120 begun time. In addition, frying duration further 60 mins denatured the amino acid profile. The amino acids characterization of 60 minutes begun time submitted the potential benefits of flamboyant children meal. The judgment support the use of flamboyant children meal as a fare security plant to increase approach to a balanced ration by providing good amount of fault-finding amino acids like lysine and methionine for muscle incident and precursor for cystine, beginning of dietary sulfur and necessary portion of the body protein.

Author(s) Details:

L. Y. Guluwa,
College of Agriculture, Garkawa, Plateau State, Nigeria.

S. A. Damter,
College of Agriculture, Garkawa, Plateau State, Nigeria.

B. O. Onazi,
Federal College of Education Gusau, Zamfara State, Nigeria.

I. J. Damar,
College of Agriculture, Garkawa, Plateau State, Nigeria.

Y. D. Dalokom,
College of Agriculture, Garkawa, Plateau State, Nigeria.

Please see the link here: https://stm.bookpi.org/NUAVS-V2/article/view/8923

A Book Review of Utopia Method Vision: The Use Value of Social Dreaming - The Exploration on a Time-space Utopian Model| Chapter 4 | Research Developments in Arts and Social Studies Vol. 3

This perspective situates the book Utopia Method Vision: The Use Value of Social Dreaming, edited by Tom Moylan and Raffaella Baccolini, as a critical method of sociology that contributes to a Time-Space Utopian Model. As a sociological tool, utopia has been defined as a legitimate and distinct mechanism for examining social systems and suggesting social solutions for a better future. The functions of Utopia have garnered increased attention since the year 2000. To address this issue, twelve well-known utopian academics participated in a two-year study seminar. They contributed to the book Utopia Method Vision: The Use Value of Social Dreaming with their insights on the utopian method. The temporal and location characteristics of utopia are important in making the abstract function of utopia more tangible. Several researchers have looked at utopia in the time-space dimension in the context of art engagement and utopia's mathematical boundaries, but none have looked at time-space utopia as a sociological strategy. Only one book review on Utopia Method Vision, an authoritative work in the utopian method sectors of sociology, mentions the time-space properties of utopia, much alone develops them as a systematic model. To close the gap, this research will create a Time-space utopian model by using the Bricolage approach to create space and time models. The outcomes will aid in the systematic understanding of utopia techniques in a time-space dimension, as well as the promotion of a visualised Time-Space Utopia Model as a critical sociological approach.

Author(s) Details:

Wanting Li,
Beijing Language and Culture University, China.

Xuande Wu,
Moray House School of Education and Sport, The University of Edinburgh, Scotland.

Please see the link here: https://stm.bookpi.org/RDASS-V3/article/view/6748

Study on Thermodynamic Constant of Time Passage | Chapter 7 | Research Trends and Challenges in Physical Science Vol. 6

 The study of time has a long and illustrious history, and it is still continuing strong today. Because Isaac Newton coined the term "time" in the 17th century, it could not possibly be related to thermodynamics. Newton's concept of time is still popular because it captures the universal human sense of time passing. Only the absoluteness of time, not its uniform passing, was questioned by Gottfried W. Leibniz and Immanuel Kant. Kant firmly related the experience of time to man and his sensuality in his profound musings. In this article, a modern definition of time is presented to support the notion that time is a manifestation of a thermodynamic process that elapses uniformly and at a rate specified by a natural constant. The constant 0.08 [1/year] denotes the natural relationship between the passage of time and the cyclic motion of the planet Earth, and hence with the calendar. Because time passes at a constant rate, the phenomena of changing the pace of time does not occur.

Author(S) Details

Mieczyslaw Dobija
Cracow University of Economics, Rakowicka St., 27, 31-425, Cracow, Poland.

Jurij Renkas
Cracow University of Economics, Rakowicka St., 27, 31-425, Cracow, Poland.

View Book:- https://stm.bookpi.org/RTCPS-v6/article/view/5397