Image Analysis System

In this paper, we propose a novel approach to provide an automated eye disease recognition system using visually observable symptoms applying digital image processing techniques and machine learning techniques such as deep convolution neural network (DCNN) and support vector machine (SVM). We apply the principal component analysis and t-distributed stochastic neighbor embedding methods for better feature selection.

17p tovann 23-07-2024 0 0   Download

Part 2 of ebook "Generalized principal component analysis" provides readers with contents including: Chapter 9 - Image representation; Chapter 10 - Image segmentation; Chapter 11 - Motion segmentation; Chapter 12 - Hybrid system identification; Chapter 13 - Final words; Appendix A - Basic facts from optimization; Appendix B - Basic facts from mathematical statistics; Appendix C - Basic facts from algebraic geometry;...

216p luctumac0210 11-07-2024 0 0   Download

Ebook "Practical aspects of chemical engineering: Selected contributions from PAIC 2017" focuses on Chemical Engineering and Processing, covering interdisciplinary innovation technologies and sciences closely related to chemical engineering, such as computer image analysis, modelling and IT. The book presents interdisciplinary aspects of chemical and biochemical engineering interconnected with process system engineering, process safety and computer science.

461p tracanhphuonghoa1007 22-04-2024 6 3   Download

The paper presents the results of a study devoted to the analysis of the criteria for the success of graduates in information management of educational system for supply chain. The relevance of the study is dictated by the increased interest of universities to the success of their graduates, which is associated not only with positions in the prestigious world ranking of QS Top universities, but also with problems of managing the competitiveness of universities and communications with potential consumers of educational services.

13p longtimenosee09 08-04-2024 2 0   Download

This work tackles the measurements of health, safety and environment at work (HSE) which is closely related to developing the HSE indicators. The main aim of the research that has been proposed in this work is to suggest solutions that allow companies to achieve their objectives in an appropriate time, to develop product quality, and to improve the image of the company by determining the failures of the Health and Safety Management System using organizational FMECA.

9p longtimenosee07 29-03-2024 2 2   Download

Ebook "Imaging technologies and data processing for food engineers" provides information on imaging techniques such as electron microscopy, laser microscopy, x-ray tomography, raman and infrared imaging, together with data analysis protocols. It addresses the most recent advances in imaging technologies and data analysis of grains, liquid food systems (i.e. emulsions and gels), semi-solid and solid foams (i.e. bakery products, dough, expanded snacks), protein films, fruits and vegetable confectionery and nuts.

357p tudohanhtau1006 29-03-2024 3 1   Download

Ebook "Stochastic chemical kinetics: Theory and (mostly) systems biological applications" reviews the theory and simulation methods of stochastic kinetics by integrating historical and recent perspectives, presents applications, mostly in the context of systems biology and also in combustion theory. In recent years, due to the development in experimental techniques, such as optical imaging, single cell analysis, and fluorescence spectroscopy, biochemical kinetic data inside single living cells have increasingly been available.

174p tudohanhtau1006 29-03-2024 4 1   Download

Ebook "Xylem: Methods and protocols" provides detailed techniques used for the study and characterization of the plant vascular system, with a central focus on the xylem tissue. Chapters are organized in three main sections covering; analysis of xylem development, xylem characterization though imaging techniques, and analysis of the xylem composition.

257p lucchinguyen 28-12-2023 8 2   Download

Part 2 book "Veterinary forensics - Investigation, evidence collection, and expert testimony" includes content: Postmortem changes and the estimation of time since death; veterinary forensic radiology and imaging; bitemarks; DNA evidence collection and analysis; animal behavior for the forensics specialist; veterinary forensic toxicology; animal sexual abuse; agroterrorism; the judicial system; expert witness testimony and report writing.

195p muasambanhan02 18-12-2023 1 0   Download

This book is intended as an introduction to computer vision for a broad audience. It provides necessary theory and examples for students and practicioners who will work in fields where significant information must be extracted automatically from images. The book should be a useful resource book for professionals, a text for both undergraduate and beginning graduate courses, and a resource for enrichment of college or even high school projects. Our goals were to provide a basic set of fundamental concepts and algorithms and also discuss some of the exciting evolving application areas.

617p haojiubujain08 01-11-2023 7 3   Download

Ebook "Handbook of computer vision and applications (Volume 3 - Systems and applications)" includes content: Field programmable gate array image processing, multimedia architectures, customizable medical image processing systems, software engineering for image processing and analysis, reusable software in computer vision,... and other contents.

955p haojiubujain07 20-09-2023 6 4   Download

This study proposed a breathing rate monitoring strategy using a mono camera to track and detect sleep apnea phenomena. Breathing rates were first tracked among consecutive image frames. The human body area was then isolated and magnified using a deep neural network (DNN) model before applying the optical flow algorithm to extract and monitor the up and down changes caused by respiration.

10p viisac 15-09-2023 5 3   Download

The paper "Image processing-based automatic gradation of stone aggregates" aims to employ image processing methods to develop a simple tool for automatic gradation of stone aggregates. The methods of image thresholding, Gaussian filtering, median filtering, morphological closing, and contour analysis are employed. The output of the newly constructed system is the plots demonstrating particle size distribution. These plots can be used for further inspection of aggregate gradation. The system has been developed in Python and with the help of the OpenCV library.

6p nhanchienthien 25-07-2023 6 3   Download

Contrast agents are widely used to enhance the image quality in clinical imaging using e.g. ultrasound. The contrast agents used for ultrasound imaging are mainly microbubbles (MBs) with a soft or hard shell encapsulating a core of gas. In the present study, MBs with a hard shell of polyvinyl alcohol (PVA), and a core of air were analysed in a capillary electrophoretic system using a UV area imaging detector.

13p viginny 23-12-2022 7 3   Download

This paper proposes an experiment on a customed Convolution Neural Network (CNN) based waste detector for three classes of trash: Plastic bottles, Cans, and Glass. The study used up to 900 hand-collected image data separated into 500 for analysis and 400 remains for assessing the result. All trashed objects used for generating data were collected around the Ho Chi Minh city University of Technology (HCMUT, Vietnam).

9p vipagani 24-10-2022 10 2   Download

A first pilot study showed that an image-guided navigation system could improve resection margin rates in locally advanced (LARC) and locally recurrent rectal cancer (LRRC) patients. Incremental surgical innovation is often implemented without reimbursement consequences, health economic aspects should however also be taken into account.

14p viangelamerkel 27-07-2022 8 2   Download

Analysis of land use maps will provide important information upon which most management and intervention policies rely. In this study, the land use of Kon – Ha Thanh rivers catchment is mapped from 1990 to 2017 using remote sensing and geographic information system (GIS).

4p vichristinelagarde 04-07-2022 11 1   Download

Lecture Methods of Electric power systems analysis - Lesson 18: Synthetic electric grids, voltage stability provide students with knowledge about models of electric grids that were not created to represent any actual electric grid; the below image shows the five bus synthetic grid I used as an undergraduate; geographically-based synthetic electric grid;...

54p hanthienngao 15-04-2022 14 2   Download

The simulation results indicate the reliability of the proposed image encryption scheme. Moreover, the security analysis demonstrates that the proposed image encryption scheme provides a higher level of security than several advanced image encryption schemes.

17p guernsey 28-12-2021 8 0   Download

This paper explores experiential meaning realized in transitivity resource and interpersonal meaning realized in the mood and modality resources of two songs about mother by Nguyen Van Ty. The discussion of the experiential and interpersonal meaning explored will enable the researcher to have a better understanding of the image of mother depicted in the two songs.

16p meyerowitz 25-12-2021 12 0   Download