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May, 2015
对象提议评估协议可被操纵
Object-Proposal Evaluation Protocol is 'Gameable'
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Neelima Chavali, Harsh Agrawal, Aroma Mahendru, Dhruv Batra
TL;DR
本文研究了目标提议在物体检测和发现任务中的应用,并提出了解决使用部分注释数据集进行评估的问题的方法,通过介绍一个几乎全注释的PASCAL VOC数据集,执行了目标提议方法的完备评估,并引入了一种诊断实验来检测算法的偏置能力。
Abstract
object proposals
have quickly become the de-facto preprocessing step in a number of vision pipelines. The standard
evaluation
protocol for object proposal methods involves measuring 'recall' of annotated instance
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