University of Waterloo

Category: Image Segmentation/Classification

  • 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.

  • Image Segmentation/Classification

    Image Segmentation/Classification

    Extracting information from a digital image often depends on first identifying desired objects or breaking down the image into homogenous regions (a process called ‘segmentation’) and then assigning these objects to particular classes (a process called ‘classification’). This is a fundamental part of computer vision, combining image processing and pattern recognition techniques.

  • 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.

  • Paul Fieguth

    Paul Fieguth

    My research interests are in the area of accelerated computational methods applied to large statistical problems in image processing, computer vision, and remote sensing.

  • 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,…