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ARTIFICIAL INTELLIGENCE FABRIC SEARCH SYSTEM FOR SEARCHING FOR AND RECOMMENDING SIMILAR FABRICS USING VIDEO PHOTOGRAPHING CLOTHING FABRICS
ARTIFICIAL INTELLIGENCE FABRIC SEARCH SYSTEM FOR SEARCHING FOR AND RECOMMENDING SIMILAR FABRICS USING VIDEO PHOTOGRAPHING CLOTHING FABRICS
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机译：人工智能面料搜索系统，用于使用视频照相制版面料搜索和推荐类似面料
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摘要
The present invention relates to an artificial intelligence (AI) fabric search system for searching for and recommending similar fabrics using video photographing clothing fabrics. According to the present invention, when receiving videos, such as a basic state of clothing fabric placed without a change, a pulled and stretched state of the clothing fabric, a state of photographing the thickness of the clothing fabric in a lateral direction, and a state of wrinkling the clothing fabric, photographing continuous motions for checking various features of the clothing fabric from a user, the system uses a deep learning-based feature extraction engine to extract a key frame about a basic fabric image capable of confirming characteristics of the fabric and a key frame about stretched and wrinkled fabrics and the thickness of the fabric from the videos. The system extracts a feature video photographing a degree that the clothing fabric is slowly restored from a wrinkled state and a feature video photographing a degree that the clothing fabric is ruffled when being horizontally shaken and uses a deep learning-based first search engine to search for the similar fabrics to a basic fabric photo and rank the searched fabrics in accordance with a similarity degree. The system applies the images about the pulled and stretched fabric, the thickness of the fabric, and the wrinkled fabric, the degree that the clothing fabric is slowly restored from the wrinkled state, and the video photographing the degree that the clothing fabric is ruffled when being horizontally shaken to a deep learning-based second correction engine to correct the ranking of the similar fabrics corresponding to a first search result, thereby searching for and recommending the similar fabrics in consideration of various features as well as a basic shape of the fabrics. According to the present invention, the system comprises a video data reception unit, a feature extraction unit, a basic retrieving unit, a fabric feature reflection and correction unit, and a similar fabric recommendation unit.;COPYRIGHT KIPO 2020
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