Event Cameras with Davide Scaramuzza | Ep. 347 скачать в хорошем качестве

Event Cameras with Davide Scaramuzza | Ep. 347

Over the past decade, camera technology has made gradual, and significant improvements thanks to the mobile phone industry. This has accelerated multiple industries, including Robotics. In this episode, Davide Scaramuzza discusses a step-change in camera innovation that has the potential to dramatically accelerate vision-based robotics applications. Davide Scaramuzza deep dives on Event Cameras, which operate fundamentally different from traditional cameras. Instead of sampling every pixel on an imaging sensor at a fixed frequency, the "pixels" on an event camera all operate independently, and each responds to changes in illumination. This technology unlocks a multitude of benefits, including extremely highspeed imaging, removal of the concept of "framerate", removal of data corruption due to having the sun in the sensor, reduced data throughput, and low power consumption. 3:26 What are event cameras? 6:10 How does the data look? 6:57 Benefits compared to standard camera 12:50 Neural Network to reconstruct image 15:24 Uses in Industry 19:49 Data Throughput of Event Camera 22:15 Purchasing and Cost of Event Camera 26:27 Depth Estimation & VSLAM 31:06 Goals for Robotics & Perception Group Support us on Patreon! We are fully volunteer-based and your support helps us interview experts in Robotics around the world, at conferences and expos for robotics.   / robohub_podcast