Video image processing method and device, and terminal device
A video image and processing method technology, applied in the field of information processing, can solve the problems of occupying network resources, occupying client system resources, disturbing the normal video viewing experience of viewers, etc.
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Embodiment 1
[0049] figure 1 It is a flow chart showing a video image processing method according to Embodiment 1 of the present invention. The method is carried out by a computer system comprising processing means of video images.
[0050] refer to figure 1 , in step S110, perform facial expression detection on the currently played video image containing human face information.
[0051] Wherein, the face information may include information related to the face, eyes, nose and / or hair. The video image may be an image of a live video that is being broadcast live, or a video image in a recorded video, etc. Facial expressions include, but are not limited to, happiness, anger, pain, sadness, etc.
[0052] In the implementation, take live video as an example. At present, there are multiple live video platforms, such as Huajiao live platform, YY live broadcast platform, etc. Each live broadcast platform includes multiple live broadcast rooms, and each live broadcast room will include at least...
Embodiment 2
[0065] figure 2 It is a flow chart showing a method for obtaining a first convolutional network model according to Embodiment 2 of the present invention.
[0066] The process of detecting the facial expression of a human face in step S110 in the first embodiment above can be realized by using a corresponding feature extraction algorithm or using a neural network model such as a convolutional network model. In this embodiment, the convolutional network model is taken as an example to perform facial expression detection on a video image. For this purpose, the first convolutional network model for detecting the attributes of a human face in an image can be pre-trained.
[0067] The video image processing method in this embodiment can be executed by any device with data collection, processing and transmission functions, including but not limited to mobile terminals and PCs, which are not limited in the implementation of the present invention.
[0068] refer to figure 2 , first...
Embodiment 3
[0100] Figure 4 It is a flow chart showing the video image processing method according to Embodiment 3 of the present invention. In this embodiment, the business object is a special effect containing semantic information. Specifically, the business object may include at least one of the following special effects including advertisement information: two-dimensional sticker special effects, three-dimensional special effects, particle special effects, and the like. The video image is a live broadcast video image, such as a video image of an anchor on the Huajiao live broadcast platform when performing a live video broadcast.
[0101] In step S410, the currently played video image containing face information is acquired.
[0102] Wherein, for the specific processing of the above step S410, reference may be made to the relevant content in the step S110 in the first embodiment above, and details are not repeated here.
[0103] In step S420, based on the face information in the vi...
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