Human Eye Imaging and Modeling

ISBN-13: 9781138071650 / Angielski / Miękka / 2018 / 430 str.

E. Y. K. Ng; Jen Hong Tan; U. Rajendra Acharya

Opis

Advanced image processing and mathematical modeling techniques are increasingly being used for the early diagnosis of eye diseases. This comprehensive reference details the latest advances and computer-based techniques in imaging and modeling of the human eye. Featuring contributions by well-known experts in the field, it covers imaging of fundus and infrared images, diagnosis of diabetes retinopathy and glaucoma, estimation of tear evaporation of dry eye, computer simulation of the human eye based on principles of heat transfer, various bioheat equations to predict interior temperatures based on the surface temperatures, and more.

Spis treści

Section I: Automated Identification of Diabetes Retinopathy Using Artificial Intelligence Techniques. VAMPIRE: Vessel Assessment and Measurement Platform for Images of the Retina. Formal Design and Development of a Glaucoma Classification System. Computer-Aided Assessment of Optic Nerve. A Survey of Instruments for Eye Diagnostics with Special Emphasis on Glaucoma Detection. Imaging Modalities and Medical Applications in the Ocular Surface. Current Research on Ocular Surface Temperature. Computer Methods in the Estimation of Tear Evaporation by Thermography. Tear Film Thermal Image Characteristics Analysis in Temporal and Spatial Aspects. Section II: Biomechanical Modeling of the Human Eye with a Focus on the Cornea. Modeling Retinal Laser Surgery in Human Eye. A Geometric Model of the 3D Human Eye and Its Optical Simulation. Human Eye Heat Distribution Using 3D Web-Splines Solution. Modeling of Human Eye Exposed to Laser Radiation. Computational Bioheat Modeling in Human Eye with Local Blood Perfusion Effect. Modeling and Simulation of Bioheat Transfer in the Human Eye with Edge-Based Smoothed Finite Element Method (ES-FEM). A Numerical Approach to Bioheat and Mass Transfer in the Human Eye. Index.