Integrated metasurfaces for re-envisioning a near-future disruptive optical platform

Y Yang, J Seong, M Choi, J Park, G Kim… - Light: Science & …, 2023 - nature.com
Metasurfaces have been continuously garnering attention in both scientific and industrial
fields, owing to their unprecedented wavefront manipulation capabilities using arranged …

Metasurface-driven full-space structured light for three-dimensional imaging

G Kim, Y Kim, J Yun, SW Moon, S Kim, J Kim… - Nature …, 2022 - nature.com
Structured light (SL)-based depth-sensing technology illuminates the objects with an array of
dots, and backscattered light is monitored to extract three-dimensional information …

Seeing through obstructions with diffractive cloaking

Z Shi, Y Bahat, SH Baek, Q Fu, H Amata, X Li… - ACM Transactions on …, 2022 - dl.acm.org
Unwanted camera obstruction can severely degrade captured images, including both scene
occluders near the camera and partial occlusions of the camera cover glass. Such …

DISeR: Designing Imaging Systems with Reinforcement Learning

T Klinghoffer, K Tiwary, N Behari… - Proceedings of the …, 2023 - openaccess.thecvf.com
Imaging systems consist of cameras to encode visual information about the world and
perception models to interpret this encoding. Cameras contain (1) illumination sources,(2) …

Centimeter-wave free-space neural time-of-flight imaging

SH Baek, N Walsh, I Chugunov, Z Shi… - ACM Transactions on …, 2023 - dl.acm.org
Depth sensors have emerged as a cornerstone sensor modality with diverse applications in
personal hand-held devices, robotics, scientific imaging, autonomous vehicles, and more. In …

A survey on deep stereo matching in the twenties

F Tosi, L Bartolomei, M Poggi - arXiv preprint arXiv:2407.07816, 2024 - arxiv.org
Stereo matching is close to hitting a half-century of history, yet witnessed a rapid evolution in
the last decade thanks to deep learning. While previous surveys in the late 2010s covered …

Activezero++: mixed domain learning stereo and confidence-based depth completion with zero annotation

R Chen, I Liu, E Yang, J Tao, X Zhang… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Learning-based stereo methods usually require a large scale dataset with depth, however
obtaining accurate depth in the real domain is difficult, but groundtruth depth is readily …

Thin on-sensor nanophotonic array cameras

P Chakravarthula, J Sun, X Li, C Lei, G Chou… - ACM Transactions on …, 2023 - dl.acm.org
Today's commodity camera systems rely on compound optics to map light originating from
the scene to positions on the sensor where it gets recorded as an image. To record images …

360° structured light with learned metasurfaces

E Choi, G Kim, J Yun, Y Jeon, J Rho, SH Baek - Nature Photonics, 2024 - nature.com
Structured light has proven instrumental in three-dimensional imaging, LiDAR and
holographic light projection. Metasurfaces, comprising subwavelength-sized nanostructures …

Dispersed Structured Light for Hyperspectral 3D Imaging

S Shin, S Choi, F Heide… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Hyperspectral 3D imaging aims to acquire both depth and spectral information of a scene.
However existing methods are either prohibitively expensive and bulky or compromise on …