diagnosing error in object detectors 浅析 目标检测器中的误差诊断 误差来源: [1] localization error (定位误差) [2] confusion with similar objects (相似目标混淆) [3] confusion with dissimilar objects (非相似目标混淆) [4] confusion with backgro
<1>Localization error(位置误差) 目标类别中的某个目标检测出的bounding box 和gt不重合,错位了(0.1< overlap <0.5),duplicated detection(同一目标的两个检测,猫的头和整体个检测了一次)也是位置误差。(类别检测是正确的) <2>confusion with similar objects(相似目标混淆) 类别检测错误,狗检测成猫,文中将VOC的...
Dai, "Diagnosing error in object detectors," in Computer Vision--ECCV 2012, A. Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, and C. Schmid, Eds., vol. 7574 of Lecture Notes in Computer Science, pp. 340-353, Springer, Berlin, Germany, 2012.Hoiem, D., Chodpathumwan, Y., Dai, ...
supply 10 is in a normal state, part of power to be supplied to load 17 is supplied from storage battery 18 in order to diagnose the capacity of storage battery 18. Note that the power supplied to load 17 can be detected by outputs I24A and I24B from current detectors 24A and 24B....
Plasma ObjectThe possibility of using thermoluminescent detectors for diagnosing plasmas is analyzed. The key characteristics of the thermoluminescent detectors, based on which a small-sized pulse X-ray spectrometer was developed and constructed, are studied. The basic experimental results obtained in ...