Search Results - "Isil, Cagatay"

Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data by Fanous, Michael John, Costa, Paloma Casteleiro, Isil, Cagatay, Huang, Luzhe, Ozcan, Aydogan

“…Light: Science & Applications (2024) The integration of deep learning techniques with biophotonic setups has opened new horizons in bioimaging. A compelling…”
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Unidirectional imaging with partially coherent light by Ma, Guangdong, Shen, Che-Yung, Li, Jingxi, Huang, Luzhe, Isil, Cagatay, Ardic, Fazil Onuralp, Yang, Xilin, Li, Yuhang, Wang, Yuntian, Rahman, Md Sadman Sakib, Ozcan, Aydogan

“…Advanced Photonics Nexus (2024) Unidirectional imagers form images of input objects only in one direction, e.g., from field-of-view (FOV) A to FOV B, while…”
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Learning Diffractive Optical Communication Around Arbitrary Opaque Occlusions by Rahman, Md Sadman Sakib, Gan, Tianyi, Deger, Emir Arda, Isil, Cagatay, Jarrahi, Mona, Ozcan, Aydogan

“…Nature Communications (2023) Free-space optical systems are emerging for high data rate communication and transfer of information in indoor and outdoor…”
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Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor by Hu, Jingtian, Liao, Kun, Dinc, Niyazi Ulas, Gigli, Carlo, Bai, Bijie, Gan, Tianyi, Li, Xurong, Chen, Hanlong, Yang, Xilin, Li, Yuhang, Isil, Cagatay, Rahman, Md Sadman Sakib, Li, Jingxi, Hu, Xiaoyong, Jarrahi, Mona, Psaltis, Demetri, Ozcan, Aydogan

“…eLight (2024) Phase imaging is widely used in biomedical imaging, sensing, and material characterization, among other fields. However, direct imaging of phase…”
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Multiplexed All‐Optical Permutation Operations Using a Reconfigurable Diffractive Optical Network by Ma, Guangdong, Yang, Xilin, Bai, Bijie, Li, Jingxi, Li, Yuhang, Gan, Tianyi, Shen, Che‐Yung, Zhang, Yijie, Li, Yuzhu, Işıl, Çağatay, Jarrahi, Mona, Ozcan, Aydogan

“…Large‐scale and high‐dimensional permutation operations are important for various applications in, for example, telecommunications and encryption. Here,…”
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Neural network-based processing and reconstruction of compromised biophotonic image data by Fanous, Michael John, Casteleiro Costa, Paloma, Işıl, Çağatay, Huang, Luzhe, Ozcan, Aydogan

“…In recent years, the integration of deep learning techniques with biophotonic setups has opened new horizons in bioimaging. A compelling trend in this field…”
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Phenotypic Analysis of Microalgae Populations Using Label-Free Imaging Flow Cytometry and Deep Learning by Işıl, Çaǧatay, de Haan, Kevin, Göröcs, Zoltán, Koydemir, Hatice Ceylan, Peterman, Spencer, Baum, David, Song, Fang, Skandakumar, Thamira, Gumustekin, Esin, Ozcan, Aydogan

“…Environmental factors such as temperature, nutrients, and pollutants affect the growth rates and physical characteristics of microalgae populations. As algae…”
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Super-resolution image projection using a diffractive optical decoder by Isil, Cagatay, Mengu, Deniz, Zhao, Yifan, Tabassum, Anika, Li, Jingxi, Luo, Yi, Jarrahi, Mona, Ozcan, Aydogan

“…We report a diffractive super-resolution image display framework consisting of a digital encoder and an all-optical decoder to synthesize/project…”
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Learning diffractive optical communication around arbitrary opaque occlusions by Rahman, Md Sadman Sakib, Gan, Tianyi, Deger, Emir Arda, Işıl, Çağatay, Jarrahi, Mona, Ozcan, Aydogan

“…Free-space optical communication becomes challenging when an occlusion blocks the light path. Here, we demonstrate a direct communication scheme, passing…”
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Optical information transfer through random unknown diffusers using electronic encoding and diffractive decoding by Li, Yuhang, Gan, Tianyi, Bai, Bijie, Işıl, Çağatay, Jarrahi, Mona, Ozcan, Aydogan

“…Free-space optical information transfer through diffusive media is critical in many applications, such as biomedical devices and optical communication, but…”
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Super-resolution image display using diffractive decoders by Işıl, Çağatay, Mengu, Deniz, Zhao, Yifan, Tabassum, Anika, Li, Jingxi, Luo, Yi, Jarrahi, Mona, Ozcan, Aydogan

“…High-resolution image projection over a large field of view (FOV) is hindered by the restricted space-bandwidth product (SBP) of wavefront modulators. We…”
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All-optical image denoising using a diffractive visual processor by Işıl, Çağatay, Gan, Tianyi, Ardic, Fazil Onuralp, Mentesoglu, Koray, Digani, Jagrit, Karaca, Huseyin, Chen, Hanlong, Li, Jingxi, Mengu, Deniz, Jarrahi, Mona, Akşit, Kaan, Ozcan, Aydogan

“…Image denoising, one of the essential inverse problems, targets to remove noise/artifacts from input images. In general, digital image denoising algorithms,…”
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Subwavelength imaging using a solid-immersion diffractive optical processor by Hu, Jingtian, Liao, Kun, Dinç, Niyazi Ulas, Gigli, Carlo, Bai, Bijie, Gan, Tianyi, Li, Xurong, Chen, Hanlong, Yang, Xilin, Li, Yuhang, Işıl, Çağatay, Rahman, Md Sadman Sakib, Li, Jingxi, Hu, Xiaoyong, Jarrahi, Mona, Psaltis, Demetri, Ozcan, Aydogan

“…Phase imaging is widely used in biomedical imaging, sensing, and material characterization, among other fields. However, direct imaging of phase objects with…”
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Optical information transfer through random unknown diffusers using electronic encoding and diffractive decoding by Li, Yuhang, Gan, Tianyi, Bai, Bijie, Isil, Cagatay, Jarrahi, Mona, Ozcan, Aydogan

“…Advanced Photonics (2023) Free-space optical information transfer through diffusive media is critical in many applications, such as biomedical devices and…”
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Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning by Isil, Cagatay, Koydemir, Hatice Ceylan, Eryilmaz, Merve, de Haan, Kevin, Pillar, Nir, Mentesoglu, Koray, Unal, Aras Firat, Rivenson, Yair, Chandrasekaran, Sukantha, Garner, Omai B, Ozcan, Aydogan

“…Gram staining has been one of the most frequently used staining protocols in microbiology for over a century, utilized across various fields, including…”
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Image Denoising Using Diffractive Optical Processors by Isil, Cagatay, Can, Tianyi, Ardic, F. Onuralp, Mentesoglu, Koray, Digani, Jagrit, Karaca, Huseyin, Chen, Hanlong, Li, Jingxi, Mengu, Deniz, Jarrahi, Mona, Aksit, Kaan, Ozcan, Aydogan

“…We report an image denoising analog processor composed of passive diffractive layers engineered through deep learning to filter out various types of noise from…”
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Super-resolution image display using diffractive decoders by Isil, Cagatay, Mengu, Deniz, Zhao, Yifan, Tabassum, Anika, Li, Jingxi, Luo, Yi, Jarrahi, Mona, Ozcan, Aydogan

“…Science Advances (2022) High-resolution synthesis/projection of images over a large field-of-view (FOV) is hindered by the restricted space-bandwidth-product…”
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Variational autoencoders with triplet loss for representation learning by Isil, Cagatay, Solmaz, Berkan, Koc, Aykut

“…Learning low dimensional meaningful representations of data is an important task for classification, visualization and compression. Using autoencoders for…”
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Deep Iterative Reconstruction for Phase Retrieval by Işıl, Çağatay, Oktem, Figen S, Koç, Aykut

“…\c{C}a\u{g}atay I\c{s}{\i}l, Figen S. Oktem, and Aykut Ko\c{c}, "Deep iterative reconstruction for phase retrieval," Appl. Opt. 58, 5422-5431 (2019) Classical…”
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All-optical image denoising using a diffractive visual processor by Isıl, Cagatay, Gan, Tianyi, Ardic, F. Onuralp, Mentesoglu, Koray, Digani, Jagrit, Karaca, Huseyin, Chen, Hanlong, Li, Jingxi, Mengu, Deniz, Jarrahi, Mona, Akşit, Kaan, Ozcan, Aydogan

“…Light: Science & Applications (2024) Image denoising, one of the essential inverse problems, targets to remove noise/artifacts from input images. In general,…”
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