Abstract:
The present disclosure provides a method and a device for training a neural network model for use in analyzing captured images, and an intelligent image capturing apparatus employing the same. The neural network model can be trained by performing the image reconstruction and the image classification using based on image data received from a plurality of image capturing devices installed in the monitoring area, calculating at least one loss function based on data processed by the neural network model or the neural network model training device, and determining parameters minimizing the loss function. In addition, the neural network model can be updated through the re-training taking into account the newly acquired image data. Accordingly, the image analysis neural network model can operate with high precision and accuracy.
Abstract:
Provided is a method of measuring heartbeats without contact and wirelessly. The method includes searching for a sport point on which heartbeats are measured; imaging a found spot point through a thermal graphic camera and obtaining temperature related data wirelessly; and analyzing the obtained temperature related data and calculating heartbeats.
Abstract:
The present invention provides an apparatus and method for personalized sensory media play based on the inferred relationship between sensory effects and user's emotional responses. The apparatus for sensory media play comprises a sensory media playing unit playing sensory media, an emotion inference unit inferring an emotional state of a user based on a compound emotional signal of the user measured at the time of playing the sensory media; and a sensory effect determining unit determining a sensory effect property of the sensory media based on the inferred emotional state of the user, where the sensory media playing unit plays the sensory media according to the sensory effect property determined.
Abstract:
An apparatus for providing a building energy consumption diagnosis and a real-time commissioning processing, includes a database section configured to store building related information; a real-time commissioning section configured to diagnose energy efficiency and obstruction of the mechanical facilities using the building related information. Further, the apparatus includes a building energy consumption information analysis section configured to determine an energy consumption references and diagnose energy consumption of the buildings to be commissioned using the building related information, the real-time operation information and the measured information on the basis of the determined energy consumption reference.
Abstract:
Disclosed are an apparatus and a method for evaluating energy consumption performance of a building according to an operation scheme of a existing building by predicting a reference energy consumption amount based on a building operation condition required for an operation process of the existing building and by comparing the predicted reference energy consumption amount with an actual energy consumption amount.