An overview and performance evaluation of classification-based least squares trained filters

IEEE Transactions on Image Processing

Volumn 17, Issue 10, 2008, Pages 1772-1782

  Shao, Ling ^a   Zhang, Hui ^b   de Haan, Gerard ^a  

^a PHILIPS RESEARCH LABORATORIES   (Netherlands)

^b BNU HKBU UNITED INTERNATIONAL COLLEGE   (China)

Author keywords

Adaptive filters; Classification; Integrated processing; Least squares optimization; Performance evaluation; Trained filters; Video enhancement

Indexed keywords

CLASSIFICATION (OF INFORMATION); CURVE FITTING; GEODESY; LEAST SQUARES APPROXIMATIONS; VIDEO SIGNAL PROCESSING;

ADAPTIVE FILTERS; AND PERFORMANCE EVALUATION; CASCADED FILTERS; CLASSIFICATION; CLASSIFICATION METHODS; FREQUENCY SPECTRUM; INTEGRATED DESIGNS; INTEGRATED PROCESSING; INTEGRATED SOLUTIONS; LEAST SQUARES; LEAST SQUARES OPTIMIZATION; OBJECTIVE EVALUATION; OPTIMAL CLASSIFICATION; PERFORMANCE EVALUATION; PICTURE QUALITY IMPROVEMENT; TRAINED FILTERS; TRAINING PROCESSES; VIDEO ENHANCEMENT; VIDEO-PROCESSING ALGORITHMS;

WAVE FILTERS;

ALGORITHM; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; EVALUATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; METHODOLOGY; REGRESSION ANALYSIS; REPRODUCIBILITY; REVIEW; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING; STATISTICAL MODEL;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; LEAST-SQUARES ANALYSIS; MODELS, STATISTICAL; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 52649097525     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2008.2002162     Document Type: Review

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