在图像处理和分析方面的巨大挑战

Q3 Arts and Humanities Giornale di Storia Costituzionale Pub Date : 2004-12-13 DOI:10.1109/ICECS.2004.1399660
A. Bruckstein
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引用次数: 0

摘要

只提供摘要形式。图像处理和分析领域非常广泛,包括各种各样的研究问题,从图像和视频序列的有效编码,通过图像增强和恢复到图像分割,从阴影和图案扭曲中恢复空间形状,从多个未注册的2D图像中学习3D图像序列,以及高级图像理解主题。因此,这一领域的研究人员在试图解决出现的许多问题时,依赖于各种各样的数学和计算技术。因此,图像处理的重大挑战是各种方法之间的综合和协同问题,然而,最重要的挑战仍然是明智地选择值得关注的问题。
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Grand challenges in image processing and analysis
Summary form only given. The field of image processing and analysis is very broad, encompassing a wide variety of research issues, from efficient encoding of images and video sequences, through image enhancement and restoration to image segmentation, recovering spatial shape from shading and pattern distortions, learning about 3D from multiple unregistered 2D images, of image sequences, and high level image understanding topics. Consequently, researchers in this field rely on an amazingly wide variety of mathematical and computational techniques in their attempts to solve the many problems that arise. The grand challenges in image processing are therefore issues concerning syntheses and synergies between the variety of methods, however, the most important challenge remains the wise choice of problems worth focusing on.
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Giornale di Storia Costituzionale
Giornale di Storia Costituzionale Arts and Humanities-History
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