WiMi Developed a 3D Human Behavior Recognition Algorithm System Based on Convolutional Neural Network
BEIJING, Aug. 16, 2023 /PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ("AR") Technology provider, today announced that a 3D human behavior recognition algorithm system based on convolutional neural network (CNN), which has the good representational ability, was developed.
- BEIJING, Aug. 16, 2023 /PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ("AR") Technology provider, today announced that a 3D human behavior recognition algorithm system based on convolutional neural network (CNN), which has the good representational ability, was developed.
- Human Behavior Recognition (HBR) is the process of deciphering human behaviors through sophisticated techniques in order to enable machines to understand, analyze, comprehend, and classify these behaviors and give any kind of valid input or stimulus.
- More specifically, the system is using data for a 3D human behavior recognition task by extracting four types of informative features (distance, distance velocity, angle, and angle velocity features) from the 3D skeleton data and encoding them into an image using a suitable encoding scheme.
- The requirements of human behavior recognition networks for the dataset include comprehensive behavioral categories, high-quality of behavior, clear video and so on.