TY - GEN
T1 - Image digital zoom based single target apriltag recognition algorithm in large scale changes on the distance
AU - Duan, Haoyu
AU - Zhang, Yumin
AU - Sheng, Wei
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/7
Y1 - 2019/7
N2 - Aiming at the problems of the existing Apriltag detection and recognition algorithm, such as complex targets, low efficiency and poor recognition accuracy, an improved single Apriltag recognition algorithm based on image digital zoom is proposed in this paper. The algorithm achieves automatic digital zoom by changing the area ratio of a single Apriltag in the field and the display resolution of the view, which effectively simplifies the recognition target, reduces the complexity of the algorithm, and improves the efficiency of target detection and recognition. The experimental results show that the algorithm proposed in this paper can realize the high efficiency and high accuracy of Apriltag detection and recognition under different distances in large scale, and the continuity of position data output can be ensured before and after zoom, which can meet the real-Time and accuracy requirements of UAV positioning during landing.
AB - Aiming at the problems of the existing Apriltag detection and recognition algorithm, such as complex targets, low efficiency and poor recognition accuracy, an improved single Apriltag recognition algorithm based on image digital zoom is proposed in this paper. The algorithm achieves automatic digital zoom by changing the area ratio of a single Apriltag in the field and the display resolution of the view, which effectively simplifies the recognition target, reduces the complexity of the algorithm, and improves the efficiency of target detection and recognition. The experimental results show that the algorithm proposed in this paper can realize the high efficiency and high accuracy of Apriltag detection and recognition under different distances in large scale, and the continuity of position data output can be ensured before and after zoom, which can meet the real-Time and accuracy requirements of UAV positioning during landing.
KW - Apriltag detection
KW - Digital zoom
KW - Machine vision
KW - Target recognition
UR - https://www.scopus.com/pages/publications/85073562550
U2 - 10.1109/ICIAI.2019.8850822
DO - 10.1109/ICIAI.2019.8850822
M3 - 会议稿件
AN - SCOPUS:85073562550
T3 - 1st International Conference on Industrial Artificial Intelligence, IAI 2019
BT - 1st International Conference on Industrial Artificial Intelligence, IAI 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st International Conference on Industrial Artificial Intelligence, IAI 2019
Y2 - 22 July 2019 through 26 July 2019
ER -