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MultiMedia Modeling: 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 – February 2, 2024, Proceedings, Part V (Bog, Paperback / softback, Engelsk)This book constitutes the refereed proceedings of the 30th International... Læs mere
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Background Subtraction: Theory and Practice (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Computational Methods for Integrating Vision and Language (Bog, Paperback / softback, Engelsk)Computational methods discussed are broadly organized into ones forsimple keywords, ones going beyond keywords toward natural language, and ones considering sequential aspects of natural language.
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Ellipse Fitting for Computer Vision: Implementation and Applications (Bog, Paperback / softback, Engelsk)Because circular objects are projected to ellipses in images, ellipse fitting is a first step for 3-D analysis of circular objects in computer vision applications.
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Extreme Value Theory-Based Methods for Visual Recognition (Bog, Paperback / softback, Engelsk)EVT has several important properties: strong statistical grounding, better modeling accuracy near decision boundaries than Gaussian modeling, the ability to model asymmetric decision boundaries, and accurate prediction of the probability of an event beyond our experience.
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The Maximum Consensus Problem: Recent Algorithmic Advances (Bog, Paperback / softback, Engelsk)Outlier-contaminated data is a fact of life in computer vision. In this context, the maximum consensus robust criterion plays a critical role by allowing the quantity of interest to be estimated from noisy and outlier-prone visual measurements.
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Elastic Shape Analysis of Three-Dimensional Objects (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Covariances in Computer Vision and Machine Learning (Bog, Paperback / softback, Engelsk)Computationally, we focus on kernel methods on covariance matrices, especially using the Log-Euclidean distance.We then show some of the latest... Læs mere
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A Guide to Convolutional Neural Networks for Computer Vision (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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Probabilistic and Biologically Inspired Feature Representations (Bog, Paperback / softback, Engelsk)Under the title "Probabilistic and Biologically Inspired Feature Representations," this text collects a substantial amount of work on the topic of channel representations.
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Computational Texture and Patterns: From Textons to Deep Learning (Bog, Paperback / softback, Engelsk)Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order to learn about the physical world.
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