Holdings: Machine intelligence and signal processing

Machine intelligence and signal processing:

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Bibliographic Details
Other Authors:	Singh, Richa (Editor), Vatsa, Mayank (Editor), Majumdar, Angshul (Editor), Kumar, Ajay (Editor)
Format:	Electronic eBook
Language:	English
Published:	New Delhi Springer [2016]
Series:	Advances in intelligent systems and computing volume 390 (2016)
Subjects:	Engineering Computer graphics Computational intelligence Computational Intelligence Signal, Image and Speech Processing Computer Imaging, Vision, Pattern Recognition and Graphics Ingenieurwissenschaften
Online Access:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online Ressource (x, 163 Seiten)
ISBN:	9788132226253
DOI:	10.1007/978-81-322-2625-3

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MARC


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adam_text	MACHINE INTELLIGENCE AND SIGNAL PROCESSING / : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS CHAPTER 1. ADVANCING CROSS-SPECTRAL IRIS RECOGNITION RESEARCH USING BI-SPECTRAL IMAGING CHAPTER 2. FAST 3D SALIENT REGION DETECTION IN MEDICAL IMAGES USING GPUS CHAPTER 3. RECOVERING PARTIALLY SAMPLED EEG SIGNALS USING LEARNED DICTIONARIES CHAPTER 4. GREEDY ALGORITHMS FOR NON-LINEAR SPARSE RECOVERY CHAPTER 5. IMPROVING RATING PREDICTIONS BY BASELINE ESTIMATION AND SINGLE PASS LOW-RANK APPROXIMATION CHAPTER 6. REDUCING INTER-SCANNER VARIABILITY IN MULTI-SITE FMRI ACTIVATIONS USING CORRECTION FUNCTIONS: A PRELIMINARY STUDY CHAPTER 7. GENETICALLY MODIFIED LOGISTIC REGRESSION WITH RADIAL BASIS FUNCTION FOR ROBUST SOFTWARE EFFORT PREDICTION CHAPTER 8. MISSING DATA INTERPOLATION USING COMPRESSIVE SENSING: AN APPLICATION FOR SALES DATA GATHERING CHAPTER 9. RETINAL VESSEL CLASSIFICATION BASED ON MAXIMIZATION OF SQUARED-LOSS MUTUAL INFORMATION CHAPTER 10. RETINAL BLOOD VESSEL EXTRACTION AND OPTIC DISC REMOVAL USING CURVELET TRANSFORM AND MORPHOLOGICAL OPERATION CHAPTER 11. ADAPTIVE SKIN COLOR MODEL TO IMPROVE VIDEO FACE DETECTION CHAPTER 12. AUTOMATED SPAM DETECTION IN SHORT TEXT MESSAGES CHAPTER 13. DOMAIN ADAPTATION FOR FACE DETECTION CHAPTER 14. COMPARATIVE STUDY OF PRE-PROCESSING AND CLASSIFICATION METHODS IN CHARACTER RECOGNITION OF NATURAL SCENE IMAGES DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. MACHINE INTELLIGENCE AND SIGNAL PROCESSING / : 2016 ABSTRACT / INHALTSTEXT THIS BOOK COMPRISES CHAPTERS ON KEY PROBLEMS IN MACHINE LEARNING AND SIGNAL PROCESSING ARENAS. THE CONTENTS OF THE BOOK ARE A RESULT OF A 2014 WORKSHOP ON MACHINE INTELLIGENCE AND SIGNAL PROCESSING HELD AT THE INDRAPRASTHA INSTITUTE OF INFORMATION TECHNOLOGY. TRADITIONALLY, SIGNAL PROCESSING AND MACHINE LEARNING WERE CONSIDERED TO BE SEPARATE AREAS OF RESEARCH. HOWEVER IN RECENT TIMES THE TWO COMMUNITIES ARE GETTING CLOSER. IN A VERY ABSTRACT FASHION, SIGNAL PROCESSING IS THE STUDY OF OPERATOR DESIGN. THE CONTRIBUTIONS OF SIGNAL PROCESSING HAD BEEN TO DEVICE OPERATORS FOR RESTORATION, COMPRESSION, ETC. APPLIED MATHEMATICIANS WERE MORE INTERESTED IN OPERATOR ANALYSIS. NOWADAYS SIGNAL PROCESSING RESEARCH IS GRAVITATING TOWARDS OPERATOR LEARNING – INSTEAD OF DESIGNING OPERATORS BASED ON HEURISTICS (FOR EXAMPLE WAVELETS), THE TREND IS TO LEARN THESE OPERATORS (FOR EXAMPLE DICTIONARY LEARNING). AND THUS, THE GAP BETWEEN SIGNAL PROCESSING AND MACHINE LEARNING IS FAST CONVERGING.THE 2014 WORKSHOP ON MACHINE INTELLIGENCE AND SIGNAL PROCESSING WAS ONE OF THE FEW UNIQUE EVENTS THAT ARE FOCUSED ON THE CONVERGENCE OF THE TWO FIELDS. THE BOOK IS COMPRISED OF CHAPTERS BASED ON THE TOP PRESENTATIONS AT THE WORKSHOP. THIS BOOK HAS THREE CHAPTERS ON VARIOUS TOPICS OF BIOMETRICS – TWO ARE ON FACE DETECTION AND ONE ON IRIS RECOGNITION; ALL FROM TOP RESEARCHERS IN THEIR FIELD. THERE ARE FOUR CHAPTERS ON DIFFERENT BIOMEDICAL SIGNAL / IMAGE PROCESSING PROBLEMS. TWO OF THESE ARE ON RETINAL VESSEL CLASSIFICATION AND EXTRACTION; ONE ON BIOMEDICAL SIGNAL ACQUISITION AND THE FOURTH ONE ON REGION DETECTION. THERE ARE THREE CHAPTERS ON DATA ANALYSIS – A TOPIC GAINING IMMENSE POPULARITY IN INDUSTRY AND ACADEMIA. ONE OF THESE SHOWS A NOVEL USE OF COMPRESSED SENSING IN MISSING SALES DATA INTERPOLATION. ANOTHER CHAPTER IS ON SPAM DETECTION AND THE THIRD ONE IS ON SIMPLE ONE-SHOT MOVIE RATING PREDICTION.FOUR OTHER CHAPTERS COVER VARIOUS CUTTING EDGE MISCELLANEOUS TOPICS ON CHARACTER RECOGNITION, SOFTWARE EFFORT PREDICTION, SPEECH RECOGNITION AND NON-LINEAR SPARSE RECOVERY. THE CONTENTS OF THIS BOOK WILL PROVE USEFUL TO RESEARCHERS, PROFESSIONALS AND STUDENTS IN THE DOMAINS OF MACHINE LEARNING AND SIGNAL PROCESSING DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author2	Singh, Richa Vatsa, Mayank Majumdar, Angshul Kumar, Ajay
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indexdate	2025-02-20T06:52:38Z
institution	BVB
isbn	9788132226253
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028634729
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open_access_boolean
owner	DE-1043 DE-Aug4 DE-573 DE-859 DE-863 DE-BY-FWS DE-92 DE-862 DE-BY-FWS DE-898 DE-BY-UBR DE-634 DE-1046 DE-861 DE-706
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physical	1 Online Ressource (x, 163 Seiten)
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publisher	Springer
record_format	marc
series	Advances in intelligent systems and computing
series2	Advances in intelligent systems and computing
spellingShingle	Machine intelligence and signal processing Advances in intelligent systems and computing Engineering Computer graphics Computational intelligence Computational Intelligence Signal, Image and Speech Processing Computer Imaging, Vision, Pattern Recognition and Graphics Ingenieurwissenschaften
title	Machine intelligence and signal processing
title_auth	Machine intelligence and signal processing
title_exact_search	Machine intelligence and signal processing
title_full	Machine intelligence and signal processing Richa Singh, Mayank Vatsa, Angshul Majumdar, Ajay Kumar
title_fullStr	Machine intelligence and signal processing Richa Singh, Mayank Vatsa, Angshul Majumdar, Ajay Kumar
title_full_unstemmed	Machine intelligence and signal processing Richa Singh, Mayank Vatsa, Angshul Majumdar, Ajay Kumar
title_short	Machine intelligence and signal processing
title_sort	machine intelligence and signal processing
topic	Engineering Computer graphics Computational intelligence Computational Intelligence Signal, Image and Speech Processing Computer Imaging, Vision, Pattern Recognition and Graphics Ingenieurwissenschaften
topic_facet	Engineering Computer graphics Computational intelligence Computational Intelligence Signal, Image and Speech Processing Computer Imaging, Vision, Pattern Recognition and Graphics Ingenieurwissenschaften
url	https://doi.org/10.1007/978-81-322-2625-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028634729&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028634729&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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