Abstract: Provided is an apparatus for providing skipping of advertising content based on video recognition, the apparatus including a controller configured configured to control video recognition for providing skipping of advertising content of an advertising-based OTT receiving platform; a video recognition model executor configured to synchronize a target image with a video frame analyzer; the video frame analyzer configured to transmit information about the target image to a reception advertising controller; the reception advertising controller configured to generate a plurality of control signals according to a type of the target image and to transmit the plurality of control signals to a media playback unit or a media reception processing unit; the media playback unit configured to control a pop-up banner advertisement or media stream playback according to the control signal; and the media reception processing unit configured to control reception of the data according to the control signal.

Abstract: Provided is a data generation apparatus including an image reader configured to extract image recognition data by performing image recognition for identifying face, posture, and multitasking of a user viewing an image, and transmit the image recognition data to a score processing unit; the score processing unit configured to apply an additional or deduction point according to a preset conditional value of the additional and deduction point for immersion determination to the image recognition data extracted from the image reader and convert an immersion determination value to a numerical value; an immersion determinator configured to determine an immersion state for each time section based on a preset criterion with respect to the immersion determination value converted by the score processing unit; and a combined data generator configured to combine a user identification (ID), viewing channel information, time information, and an immersion state and generate the same as a data set.

Abstract: Provided is a data generation apparatus including an image reader configured to extract image recognition data by performing image recognition for identifying face, posture, and multitasking of a user viewing an image, and transmit the image recognition data to a score processing unit; the score processing unit configured to apply an additional or deduction point according to a preset conditional value of the additional and deduction point for immersion determination to the image recognition data extracted from the image reader and convert an immersion determination value to a numerical value; an immersion determinator configured to determine an immersion state for each time section based on a preset criterion with respect to the immersion determination value converted by the score processing unit; and a combined data generator configured to combine a user identification (ID), viewing channel information, time information, and an immersion state and generate the same as a data set.

Abstract: Provided is a method and apparatus for providing a section divided heterogeneous image recognition service in a single image recognition service operating environment.

Abstract: A method for configuring a bidirectional channel is provided. The method includes collecting user information from a user terminal and collecting sensor information from a plurality of devices, generating a user virtual channel based on the user information and the sensor information, receiving broadcast service information from a broadcast server, extracting content associated with the user virtual channel from the user information, the sensor information, and the broadcast service information, and outputting the extracted content to the user virtual channel based on a format.

Abstract: An apparatus and method for controlling a velocity of a cooling fan using a timer and a temperature sensor in a set-top box (STB) are provided. An apparatus for controlling a velocity of a cooling fan in an STB may include a temperature sensor unit to change a resistor to be in inverse proportion to an internal temperature, using a thermistor, a timer unit to generate a pulse signal using a capacitor and the resistor of the temperature sensor unit, a switching unit to turn on/off applied voltage, using the generated pulse signal, and a power source unit to apply the voltage to the switching unit.

Abstract: A real time broadcasting method between set-top boxes using a Digital Living Network Alliance (DLNA) is provided. The real time broadcasting method may include receiving a broadcast stream, by a first set-top box including a tuner, and sharing the received broadcast stream using the DLNA so as to enable the broadcast to be viewed through a second set-top box in which a tuner is absent.

Abstract: A method and apparatus for converting relative coordinates into an input value of an application program. An imaging device may convert relative coordinates transmitted from a relative coordinate input device into an input value recognizable by the application program that is executed on the imaging device. The imaging device may generate a specific input value based on a magnitude and a direction indicated by the relative coordinates. The generated input value may be transmitted to the application program, and may increase or decrease a specific value used in the application program.

Abstract: An electronic apparatus and a manufacturing method thereof are provided. An upper case to protect an electronic circuit board is disposed on an upper part of a lower case to protect the electronic circuit board. A fastening member is passed through a hole formed at the upper case and fastened to a connection portion formed at the lower case. Accordingly, the upper case and the lower case are connected to each other. A cover is attached to an upper surface of the upper case to thereby cover the fastening member.