Image emotional semantic analysis method, device and electronic equipment
- Applicant
- TikTok
- Auteurs
- N/A
- Titre
- Image emotional semantic analysis method, device and electronic equipment
- Patent Number
- CN110378406
- Publication Date
- 2019
- uri
- https://patents.google.com/patent/CN110378406
- Description
- The embodiment of the invention provides an image sentiment analysis method and device and electronic equipment, and belongs to the technical field of image processing, and the method comprises the steps: inputting an image into a first network, so as to determine the theme of the image; determining an image theme emotion attribute of the image theme; and inputting the image of which the image theme emotion attribute is determined into a second network to quantify the image theme emotion attribute, with the second network comprising sub-networks corresponding to each theme, and the image of the corresponding theme being input into the sub-network of the corresponding theme. Through the processing scheme of the invention, the emotion of the image theme can be obtained, and the emotion can be quantified.
- keywords
- Emotion
- Domaine de recherche
- Computer Vision
- Sentiment Analysis
- Software Development
- Données collectées (type source)
- Image
- Concepts clés
- Emotion
- Méthode
- After the subject of the input image is determined by a network model, the image subject emotional attribute of the image is determined. It may be accomplished, for example, by associating particular image themes with particular image theme emotion attributes ; by a separate module using a lookup table of image themes and emotional attributes ; or manually. For each topic, a separate second network is used to quantize the image emotional attribute
- Dispositif
- Device
- Objectifs du brevet
- Determine/Identify Content Emotion
Fait partie de Image emotional semantic analysis method, device and electronic equipment