Institute for Information Industry

Hsin-I Lai

Wen-Shan Liou

Yao-Min Huang

Chang-Hsien Yu

A recognition system includes an image capturing device and a server. The image capturing device generates a Mth-layer calculation result based on image data and a convolutional neural network (CNN), and transmits feature information associated with the Mth-layer calculation result. M is a positive integer, M is equal to or greater than 1, M is less than or equal to N, and N is a predetermined positive integer. The server receives the feature information. The server generates a Kth-layer calculation result based on the feature information and the CNN by an iterative method when M is less than N. K is a positive integer which is greater than M and less than or equal to N. The server generates a first recognition result associated with the image data based on the Kth-layer calculation result and a first recognition model when K is equal to N.

System, method, and non-transitory computer readable storage medium for image recognition based on convolutional neural networks

The disclosure is related to a method for calibrating an interactive time in a live program, and a system thereof. In the method, a user device is used to receive a live content embedded with a mark from a live program system. A signal processing scheme is performed to identify the mark so as to obtain a marking time. Then an interactive content is received from an interactive serving system. An initiating time of interactive activity is obtained. A time difference between the marking time and the initiating time is counted. The time difference is referred to for calibrating the time of issuing an interactive message when responding to the interactive activity. The responding time, at the system side, is restored to an actual time. Therefore, the method effectively excludes the time error for responding to the interactive activity in the live program due to transmission delay.

Method, system for calibrating interactive time in a live program and a computer-readable storage device

In a method for controlling channel-switching, a current channel is displayed through a display unit. A channel-switching correlation table is looked up to obtain at least one candidate channel, which is predicted to be watched after the current channel. The current channel is switched to the at least one candidate channel when a channel-switching signal is received, such that the display unit displays the at least one candidate channel. The present invention also discloses a device for controlling channel-switching and a non-transitory computer-readable storage medium for storing the method for controlling channel-switching.

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Taipei, Taiwan

Hsin-I Lai