Image Quality Assessment of Computer-generated Images
André Bigand, Julien Dehos, Christophe Renaud, Joseph Constantin

Informasi Umum

Kode

21.21.1720

Klasifikasi

006.6 - Computer Graphics

Jenis

Buku - Elektronik (E-Book)

Subjek

Computer Graphcs

No. Rak

Tel-U Bandung - Gedung Manterawu Lantai 5 : Rak 4
Tel-U Purwokerto : Rak 3

Dilihat

121 kali

Informasi Lainnya

Abstraksi

Image Quality Assessment is well-known for measuring the perceived image degradation of natural scene images but is still an emerging topic for computer-generated images. This book addresses this problem and presents recent advances based on soft computing. It is aimed at students, practitioners, and researchers in the field of image processing and related areas such as computer graphics and visualization. In this book, we first clarify the differences between natural scene images and computer-generated images and address the problem of Image Quality Assessment (IQA) by focusing on the visual perception of noise. Rather than using known perceptual models, we first investigate the use of soft computing approaches, classically used in Artificial Intelligence, as full-reference and reduced-reference metrics. Thus, by creating Learning Machines, such as SVMs and RVMs, we can assess the perceptual quality of a computer-generated image. We also investigate the use of interval-valued fuzzy sets as a no-reference metric. These approaches are treated both theoretically and practically, for the complete process of IQA. The learning step is performed using a database built from experiments with human users and the resulting models can be used for any image computed with a stochastic rendering algorithm. This can be useful for detecting the visual convergence of the different parts of an image during the rendering process, and thus optimizing the computation. These models can also be extended to other applications that handle complex models, in the fields of signal processing and image processing.

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	André Bigand, Julien Dehos, Christophe Renaud, Joseph Constantin
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Springer International Publishing
Kota	New York
Tahun	2018

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 0,00
Jenis	Non-Sirkulasi

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