基本信息
浏览量:276
职业迁徙
个人简介
His research focuses on visual inductive priors for deep learning for automatic image and video understanding. He published over 75 peer-reviewed papers with more than 5,000 citations.
‘Computer Vision’ is teaching a computer to recognize images and video. Nowadays this is mainly done through ‘deep learning’ a form of artificial neural networks that allow a computer to learn from unstructured input such as images. Jan specifically does research on how to add knowledge to deep networks to learn more efficiently, requiring less input data.
Jan: “I find it amazing to ask good research questions, doing cutting edge research applied to practical applications. Unbridled creativity and unlimited freedom drew me to computer science. Especially artificial intelligence is fascinating: thinking about how to make a computer think. Visual data is especially captivating as they are so easily interpreted by humans, but are so difficult to understand by a machine. It gives me respect for what the human brain can do.”
‘Computer Vision’ is teaching a computer to recognize images and video. Nowadays this is mainly done through ‘deep learning’ a form of artificial neural networks that allow a computer to learn from unstructured input such as images. Jan specifically does research on how to add knowledge to deep networks to learn more efficiently, requiring less input data.
Jan: “I find it amazing to ask good research questions, doing cutting edge research applied to practical applications. Unbridled creativity and unlimited freedom drew me to computer science. Especially artificial intelligence is fascinating: thinking about how to make a computer think. Visual data is especially captivating as they are so easily interpreted by humans, but are so difficult to understand by a machine. It gives me respect for what the human brain can do.”
研究兴趣
论文共 179 篇作者统计合作学者相似作者
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arxiv(2024)
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Neural Computing and Applicationspp.1-13, (2024)
CoRR (2024)
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MEDICAL IMAGING 2023 (2023)
Annabel M Ruiter,Ziqi Wang,Zhao Yin,Willemijn C Naber, Jerrel Simons, Jurre T Blom,Jan C van Gemert,Jan J G M Verschuuren,Martijn R Tannemaat
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Jan Warchocki, Teodor Oprescu, Yunhan Wang, Alexandru Damacus, Paul Misterka,Robert-Jan Bruintjes,Attila Lengyel,Ombretta Strafforello,Jan van Gemert
2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS, ICCVWpp.515-524, (2023)
WACVpp.6414-6423, (2023)
CoRR (2023): 4839-4847
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