Regular biography
Sabine Süsstrunk is a Full Professor at the École Polytechnique Fédérale de Lausanne (EPFL), affiliated with the Computer Science department. Her research interests include computational photography, computational imaging, image processing, computer vision, machine learning, computational image quality, and aesthetics. She is also involved in teaching and supervising PhD students. She holds multiple roles within EPFL, including President of the IC Faculty Council and Dean of the IC Faculty. Her profile page provides additional details about her academic and administrative responsibilities.
Scholar-generated biography
Sabine Süsstrunk is a professor specializing in Computational Photography, Computational Imaging, Color Imaging, and Vision Science. Her research focuses on advancing image processing techniques through innovative algorithms and models. Key areas include superpixel segmentation, salient region detection, colorfulness measurement, and high dynamic range imaging. She has contributed to multi-spectral SIFT for scene recognition, retinex-based image rendering, and nonlinear image sensor modeling. Her work addresses challenges in image registration, dehazing, and color accuracy, with applications in computer vision and digital imaging. Süsstrunk's research emphasizes the intersection of human visual perception and computational methods to enhance image quality and analysis.