摘要:
摘要该文主要研究用于visual object recognition的feature set,并采用基于linear SVM的human detection作为test case。通过review现有的基于edge和gradient的descriptors,我们实验性的证明了Histogram of Oriented Gradients(HOG) descriptor极大地outperform现有的用于human detection的feature set(experimentally,significantly)。我们研究了每个阶段的计算对性能的影响,其结论是fine-scale grad 阅读全文
摘要:
ACCEPTED CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION 2001Rapid Object Detection using a Boosted Cascade of SimpleFeatures简单特征的优化级联在快速目标检测中的应用Paul Viola Michael Jonesviola@merl.com mjones@crl.dec.comMitsubishi Electric Research Labs Compaq CRL ... 阅读全文