Yair Rivenson

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 39

Top Topics

Image Reconstruction

Microscopy Images

Top Venues

npj Digit. Medicine

Publications

Çagatay Isil, Hatice Ceylan Koydemir, Merve Eryilmaz, Kevin de Haan, Nir Pillar, Koray Mentesoglu, Aras Firat Unal, Yair Rivenson, Sukantha Chandrasekaran, Omai B. Garner, Aydogan Ozcan
Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. CoRR (2024)
Bijie Bai, Hongda Wang, Yuzhu Li, Kevin de Haan, Francesco Colonnese, Yujie Wan, Jingyi Zuo, Ngan B. Doan, Xiaoran Zhang, Yijie Zhang, Jingxi Li, Wenjie Dong, Morgan Angus Darrow, Elham Kamangar, Han Sung Lee, Yair Rivenson, Aydogan Ozcan
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning. CoRR (2021)
Deniz Mengu, Muhammed Veli, Yair Rivenson, Aydogan Ozcan
Classification and reconstruction of spatially overlapping phase images using diffractive optical networks. CoRR (2021)
Yijie Zhang, Tairan Liu, Manmohan Singh, Yilin Luo, Yair Rivenson, Kirill V. Larin, Aydogan Ozcan
Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data. CoRR (2021)
Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
All-Optical Synthesis of an Arbitrary Linear Transformation Using Diffractive Surfaces. CoRR (2021)
Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks. CoRR (2021)
Kevin de Haan, Yijie Zhang, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Jonathan E. Zuckerman, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan
Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis. CoRR (2020)
Luzhe Huang, Yilin Luo, Yair Rivenson, Aydogan Ozcan
Recurrent neural network-based volumetric fluorescence microscopy. CoRR (2020)
Yijie Zhang, Kevin de Haan, Yair Rivenson, Jingxi Li, Apostolos Delis, Aydogan Ozcan
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue. CoRR (2020)
Deniz Mengu, Yifan Zhao, Nezih T. Yardimci, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan
Misalignment Resilient Diffractive Optical Networks. CoRR (2020)
Kevin de Haan, Yair Rivenson, Yichen Wu, Aydogan Ozcan
Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy. Proc. IEEE 108 (1) (2020)
Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
All-Optical Information Processing Capacity of Diffractive Surfaces. CoRR (2020)
Yilin Luo, Luzhe Huang, Yair Rivenson, Aydogan Ozcan
Single-shot autofocusing of microscopy images using deep learning. CoRR (2020)
Calvin Brown, Artem Goncharov, Zachary S. Ballard, Mason Fordham, Ashley Clemens, Yunzhe Qiu, Yair Rivenson, Aydogan Ozcan
Neural network-based on-chip spectroscopy using a scalable plasmonic encoder. CoRR (2020)
Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan
Deep learning-based virtual refocusing of images using an engineered point-spread function. CoRR (2020)
Kevin de Haan, Hatice Ceylan Koydemir, Yair Rivenson, Derek Tseng, Elizabeth Van Dyne, Lissette Bakic, Doruk Karinca, Kyle Liang, Megha Ilango, Esin Gumustekin, Aydogan Ozcan
Automated screening of sickle cells using a smartphone-based microscope and deep learning. npj Digit. Medicine 3 (2020)
Tairan Liu, Kevin de Haan, Bijie Bai, Yair Rivenson, Yi Luo, Hongda Wang, David Karalli, Hongxiang Fu, Yibo Zhang, John FitzGerald, Aydogan Ozcan
Deep learning-based holographic polarization microscopy. CoRR (2020)
Muhammed Veli, Deniz Mengu, Nezih T. Yardimci, Yi Luo, Jingxi Li, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan
Terahertz Pulse Shaping Using Diffractive Legos. CoRR (2020)
Jingxi Li, Deniz Mengu, Nezih T. Yardimci, Yi Luo, Xurong Li, Muhammed Veli, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan
Machine Vision using Diffractive Spectral Encoding. CoRR (2020)
Hongda Wang, Hatice Ceylan Koydemir, Yunzhe Qiu, Bijie Bai, Yibo Zhang, Yiyin Jin, Sabiha Tok, Enis Cagatay Yilmaz, Esin Gumustekin, Yair Rivenson, Aydogan Ozcan
Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning. CoRR (2020)
Deniz Mengu, Yair Rivenson, Aydogan Ozcan
Scale-, shift- and rotation-invariant diffractive optical networks. CoRR (2020)
Md Sadman Sakib Rahman, Jingxi Li, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
Ensemble learning of diffractive optical networks. CoRR (2020)
Yichen Wu, Yair Rivenson, Hongda Wang, Yilin Luo, Eyal Ben-David, Aydogan Ozcan
Three-dimensional propagation and time-reversal of fluorescence images. CoRR (2019)
Jingxi Li, Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan
Class-specific Differential Detection in Diffractive Optical Neural Networks Improves Inference Accuracy. CoRR (2019)
Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan
Deep learning-based color holographic microscopy. CoRR (2019)
Kevin de Haan, Zachary S. Ballard, Yair Rivenson, Yichen Wu, Aydogan Ozcan
Resolution enhancement in scanning electron microscopy using deep learning. CoRR (2019)
Yi Luo, Deniz Mengu, Nezih T. Yardimci, Yair Rivenson, Muhammed Veli, Mona Jarrahi, Aydogan Ozcan
Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks. CoRR (2019)
Tairan Liu, Kevin de Haan, Yair Rivenson, Zhensong Wei, Xin Zeng, Yibo Zhang, Aydogan Ozcan
Deep learning-based super-resolution in coherent imaging systems. CoRR (2018)
Deniz Mengu, Yi Luo, Yair Rivenson, Xing Lin, Muhammed Veli, Aydogan Ozcan
Response to Comment on "All-optical machine learning using diffractive deep neural networks". CoRR (2018)
Yair Rivenson, Hongda Wang, Zhensong Wei, Yibo Zhang, Harun Gunaydin, Aydogan Ozcan
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue. CoRR (2018)
Yichen Wu, Yilin Luo, Gunvant Chaudhari, Yair Rivenson, Ayfer Calis, Kevin de Haan, Aydogan Ozcan
Cross-modality deep learning brings bright-field microscopy contrast to holography. CoRR (2018)
Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan
Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks. CoRR (2018)
Yair Rivenson, Tairan Liu, Zhensong Wei, Yibo Zhang, Aydogan Ozcan
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning. CoRR (2018)
Xing Lin, Yair Rivenson, Nezih T. Yardimci, Muhammed Veli, Mona Jarrahi, Aydogan Ozcan
All-Optical Machine Learning Using Diffractive Deep Neural Networks. CoRR (2018)
Yichen Wu, Yair Rivenson, Yibo Zhang, Zhensong Wei, Harun Gunaydin, Xing Lin, Aydogan Ozcan
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery. CoRR (2018)
Yair Rivenson, Aydogan Ozcan
Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction. CoRR (2018)
Yair Rivenson, Hatice Ceylan Koydemir, Hongda Wang, Zhensong Wei, Zhengshuang Ren, Harun Gunaydin, Yibo Zhang, Zoltan Gorocs, Kyle Liang, Derek Tseng, Aydogan Ozcan
Deep learning enhanced mobile-phone microscopy. CoRR (2017)
Yair Rivenson, Zoltan Gorocs, Harun Gunaydin, Yibo Zhang, Hongda Wang, Aydogan Ozcan
Deep Learning Microscopy. CoRR (2017)
Yair Rivenson, Yibo Zhang, Harun Gunaydin, Da Teng, Aydogan Ozcan
Phase recovery and holographic image reconstruction using deep learning in neural networks. CoRR (2017)
Yair Rivenson, Adrian Stern
Compressed Imaging With a Separable Sensing Operator. IEEE Signal Process. Lett. 16 (6) (2009)
Yair Rivenson, Adrian Stern
Practical compressive sensing of large images. DPS (2009)
Evgeny Artyomov, Yair Rivenson, Guy Levi, Orly Yadid-Pecht
Morton (Z) scan based real-time variable resolution CMOS image sensor. IEEE Trans. Circuits Syst. Video Technol. 15 (7) (2005)
Evgeny Artyomov, Yair Rivenson, Guy Levi, Orly Yadid-Pecht
Morton (Z) scan based real-time variable resolution CMOS image sensor. ICECS (2004)