University of Waterloo

Category: Hybrid Structural and Texture Distinctiveness Vector Field Convolution for Region Segmentation

  • Dorothy Lui

    Dorothy Lui

    I am passionate about image processing and pattern recognition, particularly in applications in biomedical imaging. My current research involves developing new algorithms to automate segmentation of particular features in biomedical images.

  • Christian Scharfenberger

    Christian Scharfenberger

    My research interests are in the fields of computer vision, image processing, and pattern recognition with an emphasis on saliency computation, camera calibration and stereo vision. I am particularly interested in practical applications of computer vision and image processing methods to problems in robotics and driver assistance systems.

  • Hybrid Structural and Texture Distinctiveness Vector Field Convolution for Region Segmentation

    Hybrid Structural and Texture Distinctiveness Vector Field Convolution for Region Segmentation

    The segmentation of objects has been an area of interest in numerous fields. The use of texture has been explored to improve convergence in the presence of cluttered backgrounds or objects with distinct textures, where intensity variations are insufficient. Additionally, saliency and feature maps have been applied for contour initialization. However, taking advantage of texture…

  • Alexander Wong

    Alexander Wong

    My research interests lie in the field of artificial intelligence and computational imaging, with a focus on scalable and explainable deep learning and computational biomedical imaging systems.

  • David Clausi

    David Clausi

    My research interests are in the fields of computer vision, image processing, and pattern recognition with an emphasis on the automated interpretation of SAR (synthetic aperture radar) and biomedical imagery. I am an active interdisciplinary and multidisciplinary researcher, publishing refereed journal and conference papers in the diverse fields of remote sensing, computer vision, algorithm design,…