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Levin has made many innovative and ground-breaking contributions to the emerging field of computational photography, which arises from the understanding that incorporating computation into the design of imaging technologies leads to the development of novel imaging capabilities that overcome the inherent limits of traditional cameras. She seeks new practical solutions to long-standing real-world challenges, whilst attempting to study the mathematical foundations of such solutions. Much of her work is based on exploiting the statistics of natural scenes, to retrieve the lost information due to poor image processing. For example, she is known for her work on colorization of grayscale images, on the extraction of a foreground matting mask from an image, on improving the blurry images due to motion during processing or defocus of optical lenses, etc. Her recent work combining optical physics and computation has resulted in novel methods to measure the chemical decomposition of materials with an unprecedented level of accuracy, as well as creating new digital displays whose properties can be uniquely defined by the users. Professor Levin's research benefits all aspects of medical, digital, and entertainment industries as well as academic research where imaging systems are applied.
研究兴趣
论文共 105 篇作者统计合作学者相似作者
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Adaptive Optics and Wavefront Control for Biological Systems X (2024)
CVPR 2024 (2024)
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Dror Aizik,Anat Levin
Adaptive Optics and Wavefront Control for Biological Systems X (2024)
CVPR 2023 (2023): 8233-8243
ADAPTIVE OPTICS AND WAVEFRONT CONTROL FOR BIOLOGICAL SYSTEMS IX (2023)
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OPTICAno. 8 (2023): 1081-1092
Practical Holography XXXVII: Displays, Materials, and Applications (2023)
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Adaptive Optics and Wavefront Control for Biological Systems IX (2023)
Practical Holography XXXVII: Displays, Materials, and Applications (2023)
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ADAPTIVE OPTICS AND WAVEFRONT CONTROL FOR BIOLOGICAL SYSTEMS IX (2023)
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