Multiscale histogram of oriented gradient descriptors for robust character recognition
AJ Newell, LD Griffin - 2011 International conference on …, 2011 - ieeexplore.ieee.org
Characters extracted from images or graphics pose a challenge for traditional character
recognition techniques. The high degree of intraclass variation along with the presence of …
recognition techniques. The high degree of intraclass variation along with the presence of …
Invariant encoding schemes for visual recognition
AJ Newell - 2012 - discovery.ucl.ac.uk
Many encoding schemes, such as the Scale Invariant Feature Transform (SIFT) and
Histograms of Oriented Gradients (HOG), make use of templates of histograms to enable a …
Histograms of Oriented Gradients (HOG), make use of templates of histograms to enable a …
Fast pedestrain detection with cascade classifiers
In this paper, we propose a method for fast pedestrian detection in images/videos. Multi-
scale orientated (MSO) features are proposed to represent coarse pedestrian contour, on …
scale orientated (MSO) features are proposed to represent coarse pedestrian contour, on …
異なるサイズで算出した従来型HOG 特徴量の集団学習を利用した画像認識性能改善の一手法
盧忻， 城澤大輝， 木村彰男 - 画像電子学会誌, 2020 - jstage.jst.go.jp
抄録 物体認識問題において HOG 特徴量, およびそれを機械学習させて対象物を識別する方式は,
きわめて有効な手法として知られており, 最近ではさらにその性能を向上させる手法として特徴量の …
きわめて有効な手法として知られており, 最近ではさらにその性能を向上させる手法として特徴量の …