Dynamic Faces: Insights from Experiments and Computation (Hardcover)
暫譯: 動態面孔:來自實驗與計算的洞察 (精裝版)
Crist壟al Curio, Heinrich H. B刜thoff, Martin A. Giese, Tomaso Poggio
- 出版商: MIT
- 出版日期: 2010-10-22
- 售價: $1,470
- 貴賓價: 9.8 折 $1,441
- 語言: 英文
- 頁數: 304
- 裝訂: Hardcover
- ISBN: 026201453X
- ISBN-13: 9780262014533
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相關分類:
人工智慧、Computer Vision
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商品描述
The recognition of faces is a fundamental visual function with importance for social interaction and communication. Scientific interest in facial recognition has increased dramatically over the last decade. Researchers in such fields as psychology, neurophysiology, and functional imaging have published more than 10,000 studies on face processing. Almost all of these studies focus on the processing of static pictures of faces, however, with little attention paid to the recognition of dynamic faces, faces as they change over time—a topic in neuroscience that is also relevant for a variety of technical applications, including robotics, animation, and human-computer interfaces. This volume offers a state-of-the-art, interdisciplinary overview of recent work on dynamic faces from both biological and computational perspectives.
The chapters cover a broad range of topics, including the psychophysics of dynamic face perception, results from electrophysiology and imaging, clinical deficits in patients with impairments of dynamic face processing, and computational models that provide insights about the brain mechanisms for the processing of dynamic faces. The book offers neuroscientists and biologists an essential reference for designing new experiments, and provides computer scientists with knowledge that will help them improve technical systems for the recognition, processing, synthesizing, and animating of dynamic faces.
The chapters cover a broad range of topics, including the psychophysics of dynamic face perception, results from electrophysiology and imaging, clinical deficits in patients with impairments of dynamic face processing, and computational models that provide insights about the brain mechanisms for the processing of dynamic faces. The book offers neuroscientists and biologists an essential reference for designing new experiments, and provides computer scientists with knowledge that will help them improve technical systems for the recognition, processing, synthesizing, and animating of dynamic faces.
商品描述(中文翻譯)
臉部識別是一項基本的視覺功能,對於社交互動和溝通具有重要性。在過去十年中,對臉部識別的科學興趣顯著增加。心理學、神經生理學和功能影像學等領域的研究人員已經發表了超過10,000篇有關臉部處理的研究。然而,這些研究幾乎全部集中在靜態臉部圖片的處理上,對於動態臉部的識別,即臉部隨時間變化的過程,關注甚少——這是一個神經科學的主題,對於包括機器人技術、動畫和人機介面等多種技術應用也具有相關性。本書提供了一個最先進的跨學科概述,涵蓋了來自生物學和計算的動態臉部研究的最新成果。
各章節涵蓋了廣泛的主題,包括動態臉部知覺的心理物理學、來自電生理學和影像學的結果、動態臉部處理障礙患者的臨床缺陷,以及提供有關動態臉部處理的大腦機制見解的計算模型。本書為神經科學家和生物學家設計新實驗提供了重要參考,並為計算機科學家提供了有助於改善動態臉部識別、處理、合成和動畫技術系統的知識。