基于人的注意力的图像处理模型分析数字广告效果

Devam Trivedi, Madhurya Kandamuru, Kanagaraj Venusamy, V. Santhi
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引用次数: 0

摘要

近年来,不同的广告媒介产生的收入是巨大的,特别是2020年全球通过数字广告产生的收入约为2000亿美元。这些广告产生的收益通常取决于广告的观看时间和/或用户对广告的参与程度。点击跳过按钮的观众数量是一项重要的统计数据,有助于确定广告的质量。如果广告是吸引观众的,它会在最初的几秒钟内抓住用户的兴趣和注意力,增加观看时间,让用户完整地观看广告。如果一个人觉得广告有趣,他就更有可能购买广告中的产品或服务。广告应该提供一个洞察产品的关键方面,这将使目标客户决定他是否想要使用产品或服务。越来越多的观众通过跳过他们不想看的广告来控制局面。因此,公司必须采取行动,确保他们的广告能够触及目标受众,并正确地将触及范围和相关性结合起来。广告有效性为那些希望了解广告对他们想要影响的受众的影响的公司提供了一个解决方案。因此,广告的有效性对于向目标受众销售是非常重要的。为了帮助公司衡量广告的有效性,一个工具/应用程序可以检测和分析人们对广告的关注程度,这对制作吸引大众的广告有很大的帮助。本文提出了一种图像处理模型来实现眼球注视和头部姿态跟踪系统,以分析人对广告的注意力。这个提议的方法可以被广告行业使用和分析,以确定他们的广告在向目标受众销售产品或服务方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing Digital Advertisement Effectiveness using Image Processing Model with Person’s Attentiveness
In recent days, the revenue generated by different advertising mediums is massive, in particular the revenue generated through digital advertisement is approximately 200 billion dollars worldwide in 2020. The revenue generated from these ads often depends on the watch time of the ad and/or the user involvement in the ad. Number of viewers clicking the skip button is an important statistic that helps to determine the quality of the ad. If the ad is appealing to the viewers, it grabs the user’s interest and attention in the first few seconds to increase the watch time, making the user watch the ad completely. A person is more likely to buy the product or service being advertised if he finds the advertisement interesting. An advertisement should provide an insight into the key aspects of the product which will enable the target customer to decide whether he wants to use the product or service. More viewers are taking control by skipping advertisements they don’t want to see. Hence companies must take actions to ensure that theirs reach the target audience, with the right blend of reach and relevance. Ad effectiveness offers a solution to the companies looking to understand the impact of their ads on the audiences they want to influence. Hence, the effectiveness of the advertisement is very important to sell to the target audience. To aid companies in measuring the effectiveness, a tool/application which detects and analyses people’s attentiveness to the advertisement would be of great help in making advertisements that are engaging and appealing to the general public. In this paper, an image processing model is proposed to implement eye gaze and head pose tracking system, to analyze the person’s attentiveness towards the ad. This proposed approach can be used and analyzed by the advertising industry to determine the effectiveness of their advertisement in selling their product or service to the target audience.
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