Face recognition [[electronic resource] ] : methods, applications and technology / / Adamo Quaglia and Calogera M. Epifano, editors

• Record Nr.: UNINA9910779507403321
• Pubbl/distr/stampa: New York, : Nova Science, c2012
• ISBN: 1-61122-625-2
• Descrizione fisica: 1 online resource (252 p.)
• Collana: Computer Science, Technology and Applications
• Altri autori (Persone): QuagliaAdamo; EpifanoCalogera M
• Disciplina: 006.3/7
• Soggetti: Human face recognition (Computer science); Optical character recognition
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: ""FACE RECOGNITION METHODS, APPLICATIONS AND TECHNOLOGY ""; ""FACE RECOGNITION METHODS, APPLICATIONS AND TECHNOLOGY ""; ""CONTENTS ""; ""PREFACE ""; ""ACCURACY OF FACE RECOGNITION""; ""ABSTRACT ""; ""INTRODUCTION ""; ""FAMILIAR VERSUS UNFAMILIAR FACE PROCESSING ""; ""ACCURACY OF UNFAMILIAR FACE MEMORY ""; ""RECOGNITION MEMORY ""; ""EYE-WITNESS MEMORY""; ""IMMEDIATE MEMORY ""; ""CHANGE BLINDNESS ""; ""ACCURACY OF UNFAMILIAR FACE PERCEPTION ""; ""INDIVIDUAL DIFFERENCES IN UNFAMILIAR FACE RECOGNITION""; ""ACCURACY OF FAMILIAR FACE RECOGNITION""; ""CONCLUSION ""; ""REFERENCES ""; ""EXTENDED 2-D PCA FOR FACE RECOGNITION: ANALYSIS, ALGORITHMS, AND PERFORMANCE ENHANCEMENT """"ABSTRACT ""; ""1. INTRODUCTION""; ""2. AN OVERVIEW OF PCA AND 2-D PCA METHODS ""; ""2.1. PCA ""; ""2.2. Two-Dimensional PCA ""; ""3. AN EXTENDED 2-D PCA TECHNIQUE FOR FACE RECOGNITION""; ""3.1. A Closer Look at 2-D PCA â€? a Row Oriented Processing Technique ""; ""3.2. A Column Oriented 2-D PCA ""; ""3.3. An Extended 2-D PCA (E-2DPCA) Technique ""; ""3.4. Classification Measures ""; ""4. PRE-PROCESSING TECHNIQUES FOR PERFORMANCE ENHANCEMENT""; ""4.1. Perfect Histogram Matching (PHM)""; ""4.2. De-Noising of Face Images by DWT and TV Minimization """"4.3. Dealing with Face Occlusions ""; ""4.4. An Enhanced Face Recognition ; System""; ""5. EXPERIMENTAL RESULTS ""; ""5.1. The Databases ""; ""5.2. Experimental Results of E-2DPCA â€? a Case Study ""; ""5.3. Additional Results for PCA, 2DPCA and E-2DPCA ""; ""5.4. Performance of an Enhanced Face Recognition System ""; ""5.5. Robustness of the Enhanced Face Recognition System to Noise and Face Occlusions""; ""CONCLUSION ""; ""REFERENCES ""; ""FACE RECOGNITION BASED ON COMPOSITE CORRELATION FILTERS: ANALYSIS OF THEIR PERFORMANCES """"ABSTRACT ""; ""1. INTRODUCTION ""; ""2. SOME PRELIMINARY CONSIDERATIONS AND RELATION TO PREVIOUS WORK ""; ""3. A BRIEF OVERVIEW OF CORRELATION FILTERS ""; ""3.1. Adapted Filter (Ad) ""; ""3.2. Phase-Only Filter (POF) ""; ""3.3. Binary Phase-Only Filter (BPOF) ""; ""3.4. Inverse Filter (IF) ""; ""3.5. Compromise Optimal Filter (OT) ""; ""3.6. Classical Composite Filter (COMP) ""; ""3.7. Segmented Composite Filter (SPOF) ""; ""3.8. Minimum Average Correlation Energy (MACE) ""; ""3.9. Amplitude-Modulated Phase-Only Filter (AMPOF) """"3.10. Optimal Trade-off MACH (OT MACH) ""; ""3.11. Asymmetric Segmented Phase Only Filter (ASPOF) ""; ""4. COMPARATIVE STUDY OF COMPOSITE CORRELATIONS FILTERS WITH BINARY IMAGES""; ""4.1. Adapted Composite Filter ""; ""4.2. Composite POF ""; ""4.3. Composite Binary POF""; ""4.4. Inverse Composite Filter ""; ""4.5. Robustness against Noise ""; ""4.6. Optimized Composite Filters ""; ""CONCLUSION ""; ""ACKNOWLEDGMENTS ""; ""REFERENCES ""; ""FACE RECOGNITION EMPLOYING PCA BASED ARTIFICIAL IMMUNE NETWORKS ""; ""ABSTRACT ""; ""INTRODUCTION ""