Recent advances in lensless imaging

V Boominathan, JT Robinson, L Waller… - Optica, 2021 - opg.optica.org
Lensless imaging provides opportunities to design imaging systems free from the constraints
imposed by traditional camera architectures. Due to advances in imaging hardware …

From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth

Z Zhang, B Zhang, X Yuan, S Zheng, X Su, J Suo… - PhotoniX, 2022 - Springer
High-throughput imaging is highly desirable in intelligent analysis of computer vision tasks.
In conventional design, throughput is limited by the separation between physical image …

Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy

K Yanny, N Antipa, W Liberti, S Dehaeck… - Light: Science & …, 2020 - nature.com
Miniature fluorescence microscopes are a standard tool in systems biology. However,
widefield miniature microscopes capture only 2D information, and modifications that enable …

Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array

K Monakhova, K Yanny, N Aggarwal, L Waller - Optica, 2020 - opg.optica.org
Hyperspectral imaging is useful for applications ranging from medical diagnostics to
agricultural crop monitoring; however, traditional scanning hyperspectral imagers are …

Roadmap on 3D integral imaging: sensing, processing, and display

B Javidi, A Carnicer, J Arai, T Fujii, H Hua, H Liao… - Optics …, 2020 - opg.optica.org
This Roadmap article on three-dimensional integral imaging provides an overview of some
of the research activities in the field of integral imaging. The article discusses various …

Learned reconstructions for practical mask-based lensless imaging

K Monakhova, J Yurtsever, G Kuo, N Antipa… - Optics express, 2019 - opg.optica.org
Mask-based lensless imagers are smaller and lighter than traditional lensed cameras. In
these imagers, the sensor does not directly record an image of the scene; rather, a …

Flatnet: Towards photorealistic scene reconstruction from lensless measurements

SS Khan, V Sundar, V Boominathan… - … on Pattern Analysis …, 2020 - ieeexplore.ieee.org
Lensless imaging has emerged as a potential solution towards realizing ultra-miniature
cameras by eschewing the bulky lens in a traditional camera. Without a focusing lens, the …

Neural space–time model for dynamic multi-shot imaging

R Cao, NS Divekar, JK Nuñez, S Upadhyayula… - Nature …, 2024 - nature.com
Computational imaging reconstructions from multiple measurements that are captured
sequentially often suffer from motion artifacts if the scene is dynamic. We propose a neural …

Neural sensors: Learning pixel exposures for HDR imaging and video compressive sensing with programmable sensors

JNP Martel, LK Mueller, SJ Carey… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Camera sensors rely on global or rolling shutter functions to expose an image. This fixed
function approach severely limits the sensors' ability to capture high-dynamic-range (HDR) …

On-chip fluorescence microscopy with a random microlens diffuser

G Kuo, F Linda Liu, I Grossrubatscher, R Ng… - Optics express, 2020 - opg.optica.org
We present an on-chip, widefield fluorescence microscope, which consists of a diffuser
placed a few millimeters away from a traditional image sensor. The diffuser replaces the …