Capturing high-quality images from only a few detected photons is a fundamental challenge in computational…
Research Categories
All Projects
Neural radiance fields, or NeRFs, have become the de facto approach for high-quality view synthesis…
When applied sequentially to video, frame-based networks often exhibit temporal inconsistency – for example, outputs…
Quanta image sensors record individual photons, enabling capabilities like imaging in near-complete darkness and ultra-high-speed…
LiDAR-based 3D sensors provide point clouds, a canonical 3D representation used in various scene understanding…
Single-photon avalanche diodes (SPAD) detect individual photons with fine temporal resolutions, enabling capabilities like imaging…
We investigate methods for determining if a planar surface contains geometric deviations (e.g., protrusions, objects,…
Single-photon sensors are a novel class of imaging sensors that are sensitive to the individual…
Although time-of-flight (ToF) cameras are becoming the sensor-of-choice for numerous 3D imaging applications in robotics,…
Single-photon cameras (SPCs) are emerging as sensors of choice for various challenging imaging applications. One…
Event cameras capture the world at high time resolution and with minimal bandwidth requirements. However,…
We present a method for reconstructing 3D shape of arbitrary Lambertian objects based on measurements…
Reinterpretable cameras are defined by their post-processing capabilities that exceed traditional imaging. We present “SoDaCam”…
Underlying many structured light systems, especially those based on laser scanning, is a simple vision…
Single-photon 3D cameras can record the time-of-arrival of billions of photons per second with picosecond…
Vision Transformers achieve impressive accuracy across a range of visual recognition tasks. Unfortunately, their accuracy…
Visual codes such as QR codes are widely used in several applications for conveying information…
Single-photon sensors measure light signals at the finest possible resolution — individual photons. These sensors…
Scene reconstruction in the presence of high-speed motion and low illumination is important in many…
Megapixel single-photon avalanche diode (SPAD) arrays have been developed recently, opening up the possibility of…
We provide methods which recover planar scene geometry by utilizing the transient histograms captured by a class…
Image sensors capable of capturing individual photons have made tremendous technological progress in recent years. …
Motion estimation is important not only for human vision systems, but also for machine vision….
In many emerging computer vision applications, it is critical to adhere to stringent latency and…
Single-photon avalanche diodes (SPADs) are novel image sensors that record the arrival of individual photons…
Artificial neural networks are the state of the art in visual recognition. Many of these…
Visual codes such as QR codes provide a low-cost and convenient communication channel between physical…
Time-resolved image sensors that capture light at pico-to-nanosecond timescales were once limited to niche applications…
Single-photon avalanche diodes (SPADs) are an emerging pixel technology for time-of-flight (ToF) 3D cameras that…
Scene inference under low-light is a challenging problem due to severe noise in the captured…




























