3D reconstruction of a real object from a depth map

The invention notably relates to a computer-implemented method for learning a function configured for reconstructing, for a class of real objects, a 3D modeled object that represents an instance of the class from a depth map of the instance. The method comprises providing (S10) a parametric model of...

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Bibliographic Details
Main Authors GUITTENY, VINCENT, AYARI, MOHAMED AMINE
Format Patent
LanguageChinese
English
Published 20.03.2018
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:The invention notably relates to a computer-implemented method for learning a function configured for reconstructing, for a class of real objects, a 3D modeled object that represents an instance of the class from a depth map of the instance. The method comprises providing (S10) a parametric model of the class, creating a database, and learning (S30) the function with the database. The method improves the 3D reconstruction of a real object from a depth map. 本发明显著地涉及用于学习函数的计算机实现的方法，该函数被配置用于针对类的真实对象根据该类的实例的深度图来重建表示实例的3D建模对象。该方法包括提供(S10)该类的参数化模型，创建数据库，以及利用数据库来学习(S30)该函数。该方法改进了根据深度图对真实对象进行3D重建。
Bibliography:Application Number: CN201710817786