Deniz Mengu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 24

Top Topics

Linear Transformation

Multispectral Imaging

Ensemble Learning

Phase Contrast Images

Top Venues

Adv. Intell. Syst.

Publications

Bijie Bai, Xilin Yang, Tianyi Gan, Jingxi Li, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan
Pyramid diffractive optical networks for unidirectional magnification and demagnification. CoRR (2023)
Che-Yung Shen, Jingxi Li, Deniz Mengu, Aydogan Ozcan
Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network. Adv. Intell. Syst. 5 (11) (2023)
Che-Yung Shen, Jingxi Li, Deniz Mengu, Aydogan Ozcan
Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network. CoRR (2023)
Çagatay Isil, Tianyi Gan, F. Onuralp Ardic, Koray Mentesoglu, Jagrit Digani, Hüseyin Karaca, Hanlong Chen, Jingxi Li, Deniz Mengu, Mona Jarrahi, Kaan Aksit, Aydogan Ozcan
All-optical image denoising using a diffractive visual processor. CoRR (2023)
Deniz Mengu, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan
Snapshot Multispectral Imaging Using a Diffractive Optical Network. CoRR (2022)
Deniz Mengu, Aydogan Ozcan
Diffractive all-optical computing for quantitative phase imaging. CoRR (2022)
Bijie Bai, Heming Wei, Xilin Yang, Deniz Mengu, Aydogan Ozcan
Data class-specific all-optical transformations and encryption. CoRR (2022)
Deniz Mengu, Yifan Zhao, Anika Tabassum, Mona Jarrahi, Aydogan Ozcan
Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks. CoRR (2022)
Bijie Bai, Yi Luo, Tianyi Gan, Jingtian Hu, Yuhang Li, Yifan Zhao, Deniz Mengu, Mona Jarrahi, Aydogan Ozcan
To image, or not to image: Class-specific diffractive cameras with all-optical erasure of undesired objects. CoRR (2022)
Jingxi Li, Yi-Chun Hung, Onur Kulce, Deniz Mengu, Aydogan Ozcan
Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network. CoRR (2022)
Çagatay Isil, Deniz Mengu, Yifan Zhao, Anika Tabassum, Jingxi Li, Yi Luo, Mona Jarrahi, Aydogan Ozcan
Super-resolution image display using diffractive decoders. CoRR (2022)
Yi Luo, Deniz Mengu, Aydogan Ozcan
Cascadable all-optical NAND gates using diffractive networks. CoRR (2021)
Deniz Mengu, Muhammed Veli, Yair Rivenson, Aydogan Ozcan
Classification and reconstruction of spatially overlapping phase images using diffractive optical networks. CoRR (2021)
Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
All-Optical Synthesis of an Arbitrary Linear Transformation Using Diffractive Surfaces. CoRR (2021)
Deniz Mengu, Yifan Zhao, Nezih T. Yardimci, Yair Rivenson, Mona Jarrahi, Aydogan Ozcan
Misalignment Resilient Diffractive Optical Networks. CoRR (2020)
Onur Kulce, Deniz Mengu, Yair Rivenson, Aydogan Ozcan
All-Optical Information Processing Capacity of Diffractive Surfaces. 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)
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)
Jingxi Li, Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan
Class-specific Differential Detection in Diffractive Optical Neural Networks Improves Inference Accuracy. 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)
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)
Deniz Mengu, Yi Luo, Yair Rivenson, Aydogan Ozcan
Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks. CoRR (2018)