Recent advances in lensless imaging
Lensless imaging provides opportunities to design imaging systems free from the constraints
imposed by traditional camera architectures. Due to advances in imaging hardware …
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
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 …
In conventional design, throughput is limited by the separation between physical image …
Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy
Miniature fluorescence microscopes are a standard tool in systems biology. However,
widefield miniature microscopes capture only 2D information, and modifications that enable …
widefield miniature microscopes capture only 2D information, and modifications that enable …
Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array
Hyperspectral imaging is useful for applications ranging from medical diagnostics to
agricultural crop monitoring; however, traditional scanning hyperspectral imagers are …
agricultural crop monitoring; however, traditional scanning hyperspectral imagers are …
Roadmap on 3D integral imaging: sensing, processing, and display
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 …
of the research activities in the field of integral imaging. The article discusses various …
Learned reconstructions for practical mask-based lensless imaging
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 …
these imagers, the sensor does not directly record an image of the scene; rather, a …
Flatnet: Towards photorealistic scene reconstruction from lensless measurements
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 …
cameras by eschewing the bulky lens in a traditional camera. Without a focusing lens, the …
Neural space–time model for dynamic multi-shot imaging
Computational imaging reconstructions from multiple measurements that are captured
sequentially often suffer from motion artifacts if the scene is dynamic. We propose a neural …
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
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) …
function approach severely limits the sensors' ability to capture high-dynamic-range (HDR) …
On-chip fluorescence microscopy with a random microlens diffuser
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 …
placed a few millimeters away from a traditional image sensor. The diffuser replaces the …