Human Vision Based Framework for the Extraction of Salient Regions: A study on stimuli containing sharp regions on a blurry background - Brossura
Sinossi
Mechanisms which are not fully understood today, exist in human visual system that reduces the bulk of input sensory data and makes possible for visual system to analyze a scene in real time. The reduction of sensory input is based on saliency map i.e. a topographical map of salient regions, of the scene. Research work presented in this book has investigated the effect of blur on human visual attention. Hypothesis has been investigated that the sharp regions tend to capture attention irrespective of intensity, color or contrast. The second objective of this research was to find such algorithm of saliency detection that performs adequately in predicting human fixation for stimuli containing blur and sharp regions. Framework is proposed for the extraction of salient regions specifically for stimuli containing blur and sharp regions. Data gathered from visual experiment is used as the ground truth for identifying salient regions for 122 images (specifically built database) and compared with the salient regions extracted by new approach. Proposed approach for extraction of salient regions out performs state-of-the-art saliency detection methods in terms of precision and recall.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
L'autore
Rizwan Ahmed Khan is a PhD scholar at LIRIS, Université Lyon 1, France. He has completed his Masters in "Colors in Informatics and Media Technology" from Université Jean Monnet, France and Gjøvik University College, Norway. His current research interests include computer vision, image processing and pattern recognition.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
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Human Vision Based Framework for the Extraction of Salient Regions
Editore:
LAP LAMBERT Academic Publishing Feb 2012, 2012
ISBN 10: 3848420074
ISBN 13: 9783848420070
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Mechanisms which are not fully understood today, exist in human visual system that reduces the bulk of input sensory data and makes possible for visual system to analyze a scene in real time. The reduction of sensory input is based on saliency map i.e. a topographical map of salient regions, of the scene. Research work presented in this book has investigated the effect of blur on human visual attention. Hypothesis has been investigated that the sharp regions tend to capture attention irrespective of intensity, color or contrast. The second objective of this research was to find such algorithm of saliency detection that performs adequately in predicting human fixation for stimuli containing blur and sharp regions. Framework is proposed for the extraction of salient regions specifically for stimuli containing blur and sharp regions. Data gathered from visual experiment is used as the ground truth for identifying salient regions for 122 images (specifically built database) and compared with the salient regions extracted by new approach. Proposed approach for extraction of salient regions out performs state-of-the-art saliency detection methods in terms of precision and recall. 80 pp. Englisch. Codice articolo 9783848420070
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Human Vision Based Framework for the Extraction of Salient Regions
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Human Vision Based Framework for the Extraction of Salient Regions
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Human Vision Based Framework for the Extraction of Salient Regions
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LAP LAMBERT Academic Publishing Feb 2012, 2012
ISBN 10: 3848420074
ISBN 13: 9783848420070
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Mechanisms which are not fully understood today, exist in human visual system that reduces the bulk of input sensory data and makes possible for visual system to analyze a scene in real time. The reduction of sensory input is based on saliency map i.e. a topographical map of salient regions, of the scene. Research work presented in this book has investigated the effect of blur on human visual attention. Hypothesis has been investigated that the sharp regions tend to capture attention irrespective of intensity, color or contrast. The second objective of this research was to find such algorithm of saliency detection that performs adequately in predicting human fixation for stimuli containing blur and sharp regions. Framework is proposed for the extraction of salient regions specifically for stimuli containing blur and sharp regions. Data gathered from visual experiment is used as the ground truth for identifying salient regions for 122 images (specifically built database) and compared with the salient regions extracted by new approach. Proposed approach for extraction of salient regions out performs state-of-the-art saliency detection methods in terms of precision and recall.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 80 pp. Englisch. Codice articolo 9783848420070
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Human Vision Based Framework for the Extraction of Salient Regions : A study on stimuli containing sharp regions on a blurry background
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LAP LAMBERT Academic Publishing, 2012
ISBN 10: 3848420074
ISBN 13: 9783848420070
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Mechanisms which are not fully understood today, exist in human visual system that reduces the bulk of input sensory data and makes possible for visual system to analyze a scene in real time. The reduction of sensory input is based on saliency map i.e. a topographical map of salient regions, of the scene. Research work presented in this book has investigated the effect of blur on human visual attention. Hypothesis has been investigated that the sharp regions tend to capture attention irrespective of intensity, color or contrast. The second objective of this research was to find such algorithm of saliency detection that performs adequately in predicting human fixation for stimuli containing blur and sharp regions. Framework is proposed for the extraction of salient regions specifically for stimuli containing blur and sharp regions. Data gathered from visual experiment is used as the ground truth for identifying salient regions for 122 images (specifically built database) and compared with the salient regions extracted by new approach. Proposed approach for extraction of salient regions out performs state-of-the-art saliency detection methods in terms of precision and recall. Codice articolo 9783848420070
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Human Vision Based Framework for the Extraction of Salient Regions | A study on stimuli containing sharp regions on a blurry background
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ISBN 13: 9783848420070
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Taschenbuch. Condizione: Neu. Human Vision Based Framework for the Extraction of Salient Regions | A study on stimuli containing sharp regions on a blurry background | Rizwan Ahmed Khan | Taschenbuch | 80 S. | Englisch | 2012 | LAP LAMBERT Academic Publishing | EAN 9783848420070 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Codice articolo 106598204
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Human Vision Based Framework for the Extraction of Salient Regions: A study on stimuli containing sharp regions on a blurry background
Editore:
LAP LAMBERT Academic Publishing, 2012
ISBN 10: 3848420074
ISBN 13: 9783848420070
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