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Serge Belongie information


Serge Belongie in Copenhagen, 2022

Serge Belongie is a professor of Computer Science at the University of Copenhagen, where he also serves as the head of the Danish Pioneer Centre for Artificial Intelligence. Previously, he was the Andrew H. and Ann R. Tisch Professor of Computer Science at Cornell Tech, where he also served as Associate Dean. He has also been a member of the Visiting Faculty program at Google. He is known for his contributions to the fields of computer vision and machine learning, specifically object recognition and image segmentation, with his scientific research in these areas cited over 150,000 times according to Google Scholar. Along with Jitendra Malik, Belongie proposed the concept of shape context, a widely used feature descriptor in object recognition. He has co-founded several startups in the areas of computer vision and object recognition.[1]

Belongie also serves as a board member of the European Laboratory for Learning and Intelligent Systems (ELLIS), a renowned organization dedicated to fostering research excellence and collaboration in the realm of artificial intelligence across Europe.

  1. ^ "Serge Belongie". angel.co. Retrieved 2018-12-19.

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Serge Belongie

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Serge Belongie is a professor of Computer Science at the University of Copenhagen, where he also serves as the head of the Danish Pioneer Centre for Artificial...

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Shape context

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Shape context is a feature descriptor used in object recognition. Serge Belongie and Jitendra Malik proposed the term in their paper "Matching with Shape...

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Pietro Perona

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in visual recognition and in visual analysis of behavior. Perona and Serge Belongie lead the Visipedia project, which facilitates research on visual knowledge...

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List of datasets in computer vision and image processing

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S2CID 206764694. Retrieved 27 February 2016. Lin, Tsung-Yi; Maire, Michael; Belongie, Serge; Bourdev, Lubomir; Girshick, Ross; Hays, James; Perona, Pietro; Ramanan...

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European Laboratory for Learning and Intelligent Systems

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Information Processing Systems (NeurIPS). The members of the board are: Serge Belongie (University of Copenhagen & Cornell University) Nicolò Cesa-Bianchi...

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Jitendra Malik

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students Andrea Frome (2007) Alexander Berg (2005) Alexei A. Efros (2003) Serge Belongie (2000) Paul Debevec (1996) Pietro Perona (1990) Website https://people...

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UCPH Department of Computer Science

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human-computer interaction, has been a professor at the department since 2014. Serge Belongie, known for his work on object recognition and image segmentation, has...

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Small object detection

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Tsung-Yi; Dollár, Piotr; Girshick, Ross; He, Kaiming; Hariharan, Bharath; Belongie, Serge (2017-04-19). "Feature Pyramid Networks for Object Detection". arXiv:1612...

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Propagation of uncertainty

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(292): 708–713. doi:10.2307/2281592. JSTOR 2281592. Ochoa1, Benjamin; Belongie, Serge "Covariance Propagation for Guided Matching" Archived 2011-07-20 at...

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Vanishing gradient problem

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1109/CVPR.2016.90. ISBN 978-1-4673-8851-1. Veit, Andreas; Wilber, Michael; Belongie, Serge (20 May 2016). "Residual Networks Behave Like Ensembles of Relatively...

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Image segmentation

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medical image data: Segmentation and geometry processing." (2007). Belongie, Serge, et al. "Color-and texture-based image segmentation using EM and its...

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