Validation of closed-form compression noise statistics using model observers

被引：0

作者：

Li, Dunling ^{[1
]}

Loew, Murray ^{[2
]}

机构：

[1] Texas Instruments Inc, 20450 Century Blvd,MS4041, Germantown, MD 20877 USA

[2] George Washington Univ, Dept Elect & Comp Engn, Washington, DC 20052 USA

来源：

MEDICAL IMAGING 2007: IMAGE PERCEPTION, OBSERVER PERFORMANCE, AND TECHNOLOGY ASSESSMENT | 2007年 / 6515卷

关键词：

model observers; transform coding; compression noise statistics; lumpy background;

D O I：

10.1117/12.711142

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Model observers have been used successfully to predict human observer performance and to evaluate image quality for detection tasks on various backgrounds in medical applications. This paper will apply the closed-form compression noise statistics in analytic form to model observers and the derived channelized Hotelling observer (CHO) for decompressed images. The performance of CHO on decompressed images is validated using JPEG compression algorithm and lumpy- background images. The results show that the derived CHO performance predicts closely its simulated performance.

引用

页数：11

共 50 条

[41] A closed-form MR tape head PES model
Helms, CA
IEEE TRANSACTIONS ON MAGNETICS, 2001, 37 (04) : 1346 - 1349
[42] A CLOSED-FORM EXTENSION TO THE BLACK-COX MODEL
Alfonsi, Aurelien
Lelong, Jerome
INTERNATIONAL JOURNAL OF THEORETICAL AND APPLIED FINANCE, 2012, 15 (08)
[43] A novel closed-form resistance model for trapezoidal interconnects
Chen Baojun
Tang Zhen'an
Yu Tiejun
JOURNAL OF SEMICONDUCTORS, 2010, 31 (08)
[44] A Closed-Form Multiscale Thermal Contact Resistance Model
Jackson, Robert L.
Ghaednia, Hamed
Elkady, Yasser A.
Bhavnani, Sushil H.
Knight, Roy W.
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2012, 2 (07): : 1158 - 1171
[45] On the closed-form model for state covariance assignment problem
Baromand, S.
Khaloozadeh, H.
IET CONTROL THEORY AND APPLICATIONS, 2010, 4 (09): : 1678 - 1686
[46] Closed-Form Expressions for BER Performance in OFDM Systems with Phase Noise
Liu, Pan
Bar-Ness, Yeheskel
2006 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-12, 2006, : 5366 - 5370
[47] Closed-form and technology independent phase noise relation for LC oscillators
Moradnezhad, Mehrdad
Miar-Naimi, Hossein
COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2023, 42 (03) : 804 - 823
[48] Closed-form noise parameters of a transmission line under thermal gradients
Colangeli, Sergio
Ciccognani, Walter
Cleriti, Riccardo
Palomba, Mirko
Limiti, Ernesto
2015 10TH EUROPEAN MICROWAVE INTEGRATED CIRCUITS CONFERENCE (EUMIC), 2015, : 45 - 48
[49] A Closed-Form Estimate for the Correlation Coefficient of Noise-Type Radars
Luong, David
Balaji, Bhashyam
Rajan, Sreeraman
2022 IEEE RADAR CONFERENCE (RADARCONF'22), 2022,
[50] Closed-Form Expressions for I/O Simultaneous Switching Noise Revisited
Wang, Hailang
Salman, Emre
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 25 (02) : 769 - 773

← 1 2 3 4 5 →