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Development and Prospects of Application of the Method for Reconstructing the Three-Dimensional Shape of a Target Object with Determination of Zones of Optimal Impact

  • P. E. Koshelev,
  • N. S. Rokhlin,
  • S. A. Zakharov,
  • Yu. V. Konoplev

摘要

Abstract

This paper proposes a new approach to reconstructing the three-dimensional shapes of target objects. The method is based on object detection using a convolutional neural network, followed by fusing the recognition results with the depth map from a stereo camera. The prospects of applying this new approach are discussed based on the obtained results.