On empirical capacity, random coding bound, and probability of outage of an object recognition system under constraint of PCA-encoding

CISS 2008, The 42nd Annual Conference on Information Sciences and Systems

Volumn , Issue , 2008, Pages 967-971

  Chen, Xiaohan ^a   Schmid, Natalia A ^a  

^a West Virginia University   (United States)

Author keywords

Karhunen Loeve transform; Object recognition; Probability of outage; Random coding exponent; Recognition capacity

Indexed keywords

ANNUAL CONFERENCE; COMMUNICATION CHANNELS; DATA-SETS; FUNDAMENTAL CHARACTERISTICS; KARHUNEN-LOEVE EXPANSION; KARHUNEN-LOEVE TRANSFORM; OBJECT RECOGNITION SYSTEMS; PERFORMANCE MEASURES; PRINCIPAL COMPONENT ANALYSIS (PCA); PROBABILITY OF OUTAGE; RANDOM CODING BOUND; RANDOM CODING EXPONENT; RECOGNITION CAPACITY; RECOGNITION ERRORS;

CHANNEL CAPACITY; COMMUNICATION; CYBERNETICS; FINANCIAL DATA PROCESSING; INFORMATION MANAGEMENT; INFORMATION SCIENCE; INFORMATION THEORY; NANOELECTRONICS; NUMERICAL ANALYSIS; OBJECT RECOGNITION; OUTAGES; PRINCIPAL COMPONENT ANALYSIS; PROBABILITY; PROGRAMMING THEORY; RANDOM PROCESSES; RISK ASSESSMENT;

PATTERN RECOGNITION SYSTEMS;

EID: 51849132149     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISS.2008.4558658     Document Type: Conference Paper

References (4)

1. Natalia A. Schmid and J. A. O'Sullivan, "Performance prediction methodology for biometric systems using a large deviations approach," IEEE Trans. on Signal Processing, Supplement on Secure Media, vol. 52, no. 10, pp. 3036-3045, October 2004.
2. R. E. Blahut, Principles and Practice of Information Theory, Addison-Wesley, New York, 1987.
3. G. Kaplan and S. Shamai, "Error exponents and outage probabilities for the block-fading gaussian channel," IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, pp. 329-334, September 1991.
4. X. Chen and N. A. Schmid, "On capacity of automatic target recognition systems," Conference on Information Sciences and Systems, March 2007.