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3D Measurement and Data Processing 2019

Sun, January 13 - Thu, January 17, 2019 Burlingame, California
Hyatt Regency San Francisco Airport 1333 Old Bayshore Hwy Burlingame, California 94010 United States +1 650-347-1234

About 3D Measurement and Data Processing 2019

3D MEASUREMENT AND DATA PROCESSING, BURLINGAME, JANUARY 13-17, 2019

Scientific and technological advances during the last decade in the fields of image acquisition, processing, telecommunications, and computer graphics have contributed to the emergence of new multimedia, especially 3D digital data. Nowadays, the acquisition, processing, transmission, visualization and printing of 3D objects are a part of possible and realistic functionalities at home, work or over the internet. Confirmed 3D processing techniques exist and a large scientific community works hard on open problems and new challenges, including 3D data processing, transmission, fast access to huge 3D databases, or content security management.

The emergence of 3D media is directly related to the emergence of 3D acquisition technologies. Indeed, recent advances in 3D scanner acquisition, and 3D graphics rendering technologies boost the creation of 3D model archives for several application domains. These include archaeology, cultural heritage, computer assisted design (CAD), medicine, face recognition, video games, security and bioinformatics. New devices such as time-of-flight and light field cameras open challenging new perspectives on 3D scene analysis and reconstruction.

Three-dimensional objects are more complex to handle than other multimedia data, such as audio signals, images, or videos. Indeed, only a unique and simple 2D grid representation is associated to a 2D image. All the 2D acquisition devices generate this same representation (digital cameras, scanners, 2D medical systems). Unfortunately (for the users), but fortunately (for scientists), there exist different 3D representations for a 3D object. For example, an object can be represented on a 3D grid (digital image) or in 3D Euclidian space. In the latter, the object can be expressed by a single equation (like algebraic implicit surfaces), by a set of facets representing its boundary surface, or by a set of mathematical surfaces. One can easily imagine the numerous open problems related to these different representations and their processing, a new challenge for the image processing community.

Topics:

  • 3D, 4D, and multimodal imaging systems
  • 3D/4D imaging metrology
  • 3D/4D data preprocessing and filtering
  • Multi-view data integration
  • Representations: models, tools for transformation, simplification
  • Analysis: feature extraction, segmentation, classification, pattern recognition
  • 3D shape indexing and retrieval
  • Compression and communication
  • Security: encryption, watermarking
  • Scene analysis: from 2D views to 3D reconstruction and interpretation
  • 3D scene or model reconstruction from video, standard cameras, or time-of-flight cameras
  • Quality assessment
  • 3D printing: protect 3D models, extracting watermark from printed model
  • Hardware/software implementations

 

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