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Human Perception of Visual Information: Psychological and Computational Perspectives, Ionescu Bogdan, Bainbridge Wilma, Murray Naila


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Автор: Ionescu Bogdan, Bainbridge Wilma, Murray Naila
Название:  Human Perception of Visual Information: Psychological and Computational Perspectives
ISBN: 9783030814649
Издательство: Springer
Классификация:



ISBN-10: 3030814645
Обложка/Формат: Hardcover
Страницы: 300
Вес: 0.60 кг.
Дата издания: 05.10.2021
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 56 illustrations, color; 13 illustrations, black and white; ix, 292 p. 69 illus., 56 illus. in color.
Размер: 23.39 x 15.60 x 1.75 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Psychological and computational perspectives
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Recent years have witnessed important advancements in our understanding of the psychological underpinnings of subjective properties of visual information, such as aesthetics, memorability, or induced emotions. Concurrently, computational models of objective visual properties such as semantic labelling and geometric relationships have made significant breakthroughs using the latest achievements in machine learning and large-scale data collection. There has also been limited but important work exploiting these breakthroughs to improve computational modelling of subjective visual properties. The time is ripe to explore how advances in both of these fields of study can be mutually enriching and lead to further progress. This book combines perspectives from psychology and machine learning to showcase a new, unified understanding of how images and videos influence high-level visual perception - particularly interestingness, affective values and emotions, aesthetic values, memorability, novelty, complexity, visual composition and stylistic attributes, and creativity. These human-based metrics are interesting for a very broad range of current applications, ranging from content retrieval and search, storytelling, to targeted advertising, education and learning, and content filtering. Work already exists in the literature that studies the psychological aspects of these notions or investigates potential correlations between two or more of these human concepts. Attempts at building computational models capable of predicting such notions can also be found, using state-of-the-art machine learning techniques. Nevertheless their performance proves that there is still room for improvement, as the tasks are by nature highly challenging and multifaceted, requiring thought on both the psychological implications of the human concepts, as well as their translation to machines.
Дополнительное описание: Preface.- Chapter 1.- The Ingredients of Scenes That Affect Object Search and Perception.- Chapter 2.- Exploring Deep Fusion Ensembling for Automatic Visual Interestingness Prediction.- Chapter 3.- Affective Perception: The Power is in the Picture.- Chapt



Vision: A Computational Investigation Into the Human Representation and Processing of Visual Information

Автор: Marr David
Название: Vision: A Computational Investigation Into the Human Representation and Processing of Visual Information
ISBN: 0262514621 ISBN-13(EAN): 9780262514620
Издательство: MIT Press
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Цена: 7618.00 р.
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Описание:

Available again, an influential book that offers a framework for understanding visual perception and considers fundamental questions about the brain and its functions.

David Marr's posthumously published Vision (1982) influenced a generation of brain and cognitive scientists, inspiring many to enter the field. In Vision, Marr describes a general framework for understanding visual perception and touches on broader questions about how the brain and its functions can be studied and understood. Researchers from a range of brain and cognitive sciences have long valued Marr's creativity, intellectual power, and ability to integrate insights and data from neuroscience, psychology, and computation. This MIT Press edition makes Marr's influential work available to a new generation of students and scientists.

In Marr's framework, the process of vision constructs a set of representations, starting from a description of the input image and culminating with a description of three-dimensional objects in the surrounding environment. A central theme, and one that has had far-reaching influence in both neuroscience and cognitive science, is the notion of different levels of analysis -- in Marr's framework, the computational level, the algorithmic level, and the hardware implementation level.

Now, thirty years later, the main problems that occupied Marr remain fundamental open problems in the study of perception. Vision provides inspiration for the continuing efforts to integrate knowledge from cognition and computation to understand vision and the brain.

Perception as Information Detection: Reflections on Gibson`s Ecological Approach to Visual Perception

Автор: Jeffrey B. Wagman, Julia J. C. Blau
Название: Perception as Information Detection: Reflections on Gibson`s Ecological Approach to Visual Perception
ISBN: 0367312964 ISBN-13(EAN): 9780367312961
Издательство: Taylor&Francis
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Цена: 7501.00 р.
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Описание: This book provides a chapter-by-chapter update to and reflection on of the landmark volume by J.J. Gibson on the Ecological Approach to Visual Perception (1979).

Machine Learning and Visual Perception

Автор: Baochang Zhang
Название: Machine Learning and Visual Perception
ISBN: 3110595532 ISBN-13(EAN): 9783110595536
Издательство: Walter de Gruyter
Цена: 9288.00 р.
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Описание:

Machine Learning and Visual Perception provides an up-to-date overview on the topic, including the PAC model, decision tree, Bayesian learning, support vector machines, AdaBoost, compressive sensing and so on.Both classic and novel algorithms are introduced in classifier design, face recognition, deep learning, time series recognition, image classification, and object detection.

Memory Practices and Learning: Interactional, Institutional and Sociocultural Perspectives

Автор: Asa Makitalo, Per Linell, Roger Saljo
Название: Memory Practices and Learning: Interactional, Institutional and Sociocultural Perspectives
ISBN: 1681236206 ISBN-13(EAN): 9781681236209
Издательство: Mare Nostrum (Eurospan)
Цена: 14137.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Memory and learning are seen as mental phenomena and generally studied as brain processes, for example, within various branches of psychology and neuroscience. This book represents a rather different tack, based on sociocultural theory, cultural psychology and dialogism. Authors from many different disciplines and countries study memory and learning as practices adopted by people in different interactional and institutional contexts. Studies range from detailed analyses of situated activities to broad sociohistorical studies of cultural phenomena and collective memories such as national narratives and physical symbols for commemorating events and traditions. By focusing on how people engage in remembering and learning, this book provides a necessary complement to currently popular neuroscientific approaches.

Psychological Perspectives on Risk and Risk Analysis

Автор: Raue
Название: Psychological Perspectives on Risk and Risk Analysis
ISBN: 3319924761 ISBN-13(EAN): 9783319924762
Издательство: Springer
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Цена: 23757.00 р.
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Описание:

This authoritative collection goes beyond economic statistics and probability data to offer a robust psychological understanding of risk perception and risk taking behavior. Expert contributors examine various risk domains in life, and pinpoint cognitive, emotional, and personality factors contributing to individual differences in risk taking as well as the many nuances social demographics (e.g., culture, gender) bring to risk decisions. Coverage takes competing theories and studies into account to identify mechanisms involved in processing and acting on uncertainty. And implications and applications are demonstrated in varied fields, from updated risk models for the insurance sector to improved risk communication in health services to considering risk perception in policy decisions.

A sampling of the topics:

  • Personality and risk: beyond daredevils--risk taking from a temperament perspective.
  • Cognitive, developmental, and neurobiological aspects of risk judgments.
  • The group effect: social influences on risk identification, analysis, and decision-making.
  • Cognitive architectures as a scaffolding for risky choice models.
  • Improving understanding of health-relevant numerical information.
  • Risk culture as a framework for improving competence in risk management.

Psychological Perspectives on Risk and Risk Analysis will be of great interest to researchers in and outside of psychology, including decision-making experts and behavioral economists. Additionally, this volume will appeal to practitioners who often have to make risky decisions, such as managers and physicians.

Psychological Perspectives on Risk and Risk Analysis

Автор: Martina Raue; Eva Lermer; Bernhard Streicher
Название: Psychological Perspectives on Risk and Risk Analysis
ISBN: 3030064409 ISBN-13(EAN): 9783030064402
Издательство: Springer
Рейтинг:
Цена: 23757.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This authoritative collection goes beyond economic statistics and probability data to offer a robust psychological understanding of risk perception and risk taking behavior. Expert contributors examine various risk domains in life, and pinpoint cognitive, emotional, and personality factors contributing to individual differences in risk taking as well as the many nuances social demographics (e.g., culture, gender) bring to risk decisions. Coverage takes competing theories and studies into account to identify mechanisms involved in processing and acting on uncertainty. And implications and applications are demonstrated in varied fields, from updated risk models for the insurance sector to improved risk communication in health services to considering risk perception in policy decisions.A sampling of the topics:Personality and risk: beyond daredevils—risk taking from a temperament perspective.Cognitive, developmental, and neurobiological aspects of risk judgments.The group effect: social influences on risk identification, analysis, and decision-making.Cognitive architectures as a scaffolding for risky choice models.Improving understanding of health-relevant numerical information.Risk culture as a framework for improving competence in risk management.Psychological Perspectives on Risk and Risk Analysis will be of great interest to researchers in and outside of psychology, including decision-making experts and behavioral economists. Additionally, this volume will appeal to practitioners who often have to make risky decisions, such as managers and physicians.

Memory Practices and Learning: Interactional, Institutional and Sociocultural Perspectives

Автор: Asa Makitalo, Per Linell, Roger Saljo
Название: Memory Practices and Learning: Interactional, Institutional and Sociocultural Perspectives
ISBN: 1681236192 ISBN-13(EAN): 9781681236193
Издательство: Mare Nostrum (Eurospan)
Цена: 7623.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Memory and learning are seen as mental phenomena and generally studied as brain processes, for example, within various branches of psychology and neuroscience. This book represents a rather different tack, based on sociocultural theory, cultural psychology and dialogism. Authors from many different disciplines and countries study memory and learning as practices adopted by people in different interactional and institutional contexts. Studies range from detailed analyses of situated activities to broad sociohistorical studies of cultural phenomena and collective memories such as national narratives and physical symbols for commemorating events and traditions. By focusing on how people engage in remembering and learning, this book provides a necessary complement to currently popular neuroscientific approaches.

Psychological Perspectives on Financial Decision Making

Автор: Zaleskiewicz Tomasz, Traczyk Jakub
Название: Psychological Perspectives on Financial Decision Making
ISBN: 3030455025 ISBN-13(EAN): 9783030455026
Издательство: Springer
Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

This book reviews the latest research from psychology, neuroscience, and behavioral economics evaluating how people make financial choices in real-life circumstances. The volume is divided into three sections investigating financial decision making at the level of the brain, the level of an individual decision maker, and the level of the society, concluding with a discussion of the implications for further research.

Among the topics discussed:

  • Neural and hormonal bases of financial decision making
  • Personality, cognitive abilities, emotions, and financial decisions
  • Aging and financial decision making
  • Coping methods for making financial choices under uncertainty
  • Stock market crashes and market bubbles
  • Psychological perspectives on borrowing, paying taxes, gambling, and charitable giving

Psychological Perspectives on Financial Decision Making is a useful reference for researchers both in and outside of psychology, including decision-making experts, consumer psychologists, and behavioral economists.

The Development of the High Ability Child: Psychological Perspectives on Giftedness

Автор: Miller Erin M., Matthews Michael S., Dixson Dante D.
Название: The Development of the High Ability Child: Psychological Perspectives on Giftedness
ISBN: 0367458020 ISBN-13(EAN): 9780367458027
Издательство: Taylor&Francis
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Цена: 5817.00 р.
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Описание: This valuable text, written by experts in the fields of education and psychology, will help readers to understand the physical, social and cognitive development of high ability children. It is an essential read for students, counsellors, administrators, therapists and parents seeking to support high ability children and their needs.

Unifying Perspectives in Computational and Robot Vision

Автор: Danica Kragic; Ville Kyrki
Название: Unifying Perspectives in Computational and Robot Vision
ISBN: 1441945350 ISBN-13(EAN): 9781441945358
Издательство: Springer
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Цена: 19564.00 р.
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Описание: Assembled in this volume is a collection of some of the state-of-the-art methods that are using computer vision and machine learning techniques as applied in robotic applications. Currently there is a gap between research conducted in the computer vision and robotics communities.

Computational Information Geometry: For Image and Signal Processing

Автор: Nielsen Frank, Critchley Frank, Dodson Christopher T. J.
Название: Computational Information Geometry: For Image and Signal Processing
ISBN: 331983651X ISBN-13(EAN): 9783319836515
Издательство: Springer
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Цена: 16070.00 р.
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Описание: This book focuses on the application and development of information geometric methods in the analysis, classification and retrieval of images and signals.

Psychological Perspectives on Financial Decision Making

Автор: Zaleskiewicz Tomasz, Traczyk Jakub
Название: Psychological Perspectives on Financial Decision Making
ISBN: 3030454991 ISBN-13(EAN): 9783030454999
Издательство: Springer
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Цена: 22359.00 р.
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Описание: Part I The Level of the Brain.- 1. Neural Bases of Financial Decision Making: From Spikes to Large-Scale Brain Connectivity.- 2. Neural Correlates of Decision Variables and Strategic Preferences.- 3. Hormones, Stress and Financial Decision-Making.- Part II The Level of an Individual Decision Maker.- 4. Cognitive Abilities and Financial Decision Making.- 5. The Arrested Deployment Model of Financial Literacy.- 6. Emotions and Financial Decision Making.- 7. Financial Decision Making and Individual Dispositions.- 8. Aging and Financial Decision Making.- 9. Financial Decision Making under Uncertainty: Psychological Coping Methods.- Part III The Level of the Society.- 10. Stock Market, Market Crashes and Market Bubbles.- 11. Cognitive Processes Underlying Impaired Decision-Making in Gambling Disorder.- 12. The Psychological Perspective on the Antecedents and Consequences of Consumer Borrowing.- 13. Tax Compliance: Research Methods and Decision Processes.- 14. A Psychological Perspective on Charitable Giving and Monetary Donations: The Role of Affect.


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