Resolving Fast Movement in Low Light with QIS - Hallo friendsCAR ON REPIYU, In the article you read this time with the title Resolving Fast Movement in Low Light with QIS, We have prepared this article for you to read and retrieve information therein. Hopefully the contents of postings Article car review, Article mobile review, We write this you can understand. Alright, good read.

Title : Resolving Fast Movement in Low Light with QIS
link : Resolving Fast Movement in Low Light with QIS

Resolving Fast Movement in Low Light with QIS

Purdue University publishes its paper presented at 16th European Conference on Computer Vision (ECCV) 2020 "Dynamic Low-light Imaging with Quanta Image Sensors" by Yiheng Chi, Abhiram Gnanasambandam, Vladlen Koltun, and Stanley H. Chan.

"Imaging in low light is difficult because the number of photons arriving at the sensor is low. Imaging dynamic scenes in low-light environments is even more difficult because as the scene moves, pixels in adjacent frames need to be aligned before they can be denoised. Conventional CMOS image sensors (CIS) are at a particular disadvantage in dynamic low-light settings because the exposure cannot be too short lest the read noise overwhelms the signal. We propose a solution using Quanta Image Sensors (QIS) and present a new image reconstruction algorithm. QIS are single-photon image sensors with photon counting capabilities. Studies over the past decade have confirmed the effectiveness of QIS for low-light imaging but reconstruction algorithms for dynamic scenes in low light remain an open problem. We fill the gap by proposing a student-teacher training protocol that transfers knowledge from a motion teacher and a denoising teacher to a student network. We show that dynamic scenes can be reconstructed from a burst of frames at a photon level of 1 photon per pixel per frame. Experimental results confirm the advantages of the proposed method compared to existing methods."

Thus Article Resolving Fast Movement in Low Light with QIS

That's an article Resolving Fast Movement in Low Light with QIS This time, hopefully can give benefits to all of you. well, see you in posting other articles.

You are now reading the article Resolving Fast Movement in Low Light with QIS with the link address https://caronrepiyu.blogspot.com/2020/07/resolving-fast-movement-in-low-light.html

Tweet

Subscribe to receive free email updates: