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Three-dimensional Reconstruction for High-speed Volume Measurement

机译:高速音量测量的三维重建

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摘要

Volume measurement is an important process for various industries such as food processing, fruit and vegetable grading, etc. Value or price is often determined by the size fo product. In seafood industry, for example, oyster meat is separated into four grades before being packaged. Large size grade means higher selling price than small size. More consistent packaging size is also an indication of high quality. Product size can be measured optically with machine vision technology for on-line inspection and grading systems. Most optical grading techniques use a two-dimensional area projection or the weight of the product to estimate the actual product volume. These methods are subject to measurement inaccuracy because of the missing thickness information. An algorithm combines laser triangulation technique with two-dimensional measurement to reconstruct a three-dimensional surface for volume measurement is introduced in this paper. The result of this technique shows a significant accuracy improvement from the area-projection method.
机译:体积测量是各种行业的重要过程,如食品加工,水果和蔬菜分级等。价值或价格通常由产品尺寸决定。例如,在海鲜工业中,牡蛎肉在包装之前分为四个等级。大尺寸的尺寸意味着比小尺寸更高。更一致的包装尺寸也是高质量的指示。产品尺寸可以用机器视觉技术光学测量,用于在线检查和分级系统。大多数光学分级技术使用二维区域投影或产品的重量来估计实际产品体积。由于缺少厚度信息,这些方法受到测量不准确性。一种算法将激光三角测量技术与二维测量相结合,以重建三维表面,本文介绍了体积测量。该技术的结果显示了区域投影方法的显着改进。

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