一种区域食品特征提取算法及其应用

T. Nguyen, Diep Thi Ngoc Nguyen, Y. Kiyoki
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引用次数: 0

摘要

自动检测食物的味道是一个非常重要的部分。然而,我们意识到,通过食谱中的配料和用量,可以直接分析食谱,从而提取出食物的味道。在本文中,我们提出了一个食物分析系统,以发现食物的味道,并更好地了解每个特定地理区域的特色成分。该系统的主要特点是:(1)通过分析食材的频率和独特性,提取一个地区的主导食材和口味;(2)根据用户的目标口味,将用户现有的食材或原始配方转化为新的配方。为了检验该算法的可行性和适用性,我们开发了一个基于web的应用程序,该应用程序收集了来自日本7个地区的约200个食谱数据库:北海道-东北、关东、关西、四国、秋部、九州-冲绳和秋地区。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A regional food's features extraction algorithm and its application
Automatically detecting food's taste is a non-trivial part. However, we realize that the taste of food can be extracted by directly analyzing recipes by the ingredients and the amount of them in the recipes. In this paper, we present a food analysis system to discover the taste of foods and to better understand the featured ingredients in each specific geographical region. The main features of this system are (1) to extract dominant ingredients and tastes in a region by analyzing the ingredients' frequency and its uniqueness, and (2) to transform user's existing materials or original recipe to a new recipe according to a targeted taste. To examine the feasibility and applicability of the algorithm, we have developed a web-based application with a recipe database collected from approximately 200 recipes in over 7 regions of Japan: Hokkaido-Tohoku, Kanto, Kansai, Shikoku, Tyubu, Kyusyu-Okinawa and Tyugoku.
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