Gesture Recognition Algorithm Based on Feature Pixels

Abstract

Abstract: This paper presents a gesture recognition algorithm.Feature pixels are extracted as feature vectors from gesture patterns and feature vectors are used to match with feature vector of gesture library by means of Hausdorff distance to recognize gesture patterns.

摘要： 提出了一种基于手势关键点的手势识别算法。从经过二值化处理的字母手势图像中提取重心,并由字母手势图像的边缘信息中提取字母手势的关键点(指根和指尖)。借助Hausdorff Distance(HD),运用关键点的信息对手势进行识别。

关键词: 关键点, 字母手势, 特征向量, Hausdorff距离

CLC Number:

TP391.4

SU Jiulin, GE Yuan,WANG Linquan. Gesture Recognition Algorithm Based on Feature Pixels[J]. , 2004, 30(22): 149-151.

苏九林,葛元,王林泉. 基于关键点的一种字母手势识别算法[J]. , 2004, 30(22): 149-151.

/ Recommend / Download Citations

URL: https://www.ecice06.com/EN/Y2004/V30/I22/149

[1]	DONG Liangzhen, TIAN Jianyan, YANG Shengqiang, CHEN Haibin. Image Enhancement of Parts Surface Based on Illumination Correction and Image Fusion [J]. Computer Engineering, 2024, 50(6): 245-254.
[2]	JIAO Shichao, GUAN Ripeng, KUANG Liqun, XIONG Fengguan, HAN Xie. Image-Based Cross-Domain Visual-Data Retrieval with Deep Semantic Correlation Learning [J]. Computer Engineering, 2024, 50(5): 190-199.
[3]	LI Jing, LI Jian, CHEN Haifeng, ZHANG Qian, WANG Liyan, PEI Ercheng. Facial Expression Recognition Based on Key Region Masking and Reconstruction [J]. Computer Engineering, 2024, 50(5): 241-249.
[4]	HU Aoran, CHEN Xiaohong. One-step Multi-view Clustering Based on Diversity and Consistency [J]. Computer Engineering, 2024, 50(5): 51-61.
[5]	HU Shuai, LI Hualing, HAO Dechen. Improved Multistage Edge-Enhanced Medical Image Segmentation Network of U-Net [J]. Computer Engineering, 2024, 50(4): 286-293.
[6]	LONG Chenzhi, CHEN Ping, LI Chuankun. Fusing Global-Local Contextual Information for Small Object Multi-Person Pose Estimation [J]. Computer Engineering, 2024, 50(4): 342-349.
[7]	LIU Yanhong, YANG Qiuxiang, HU Shuai. Research on Multi-Scale Feature Fusion Dehazing Network Based on Feature Differences [J]. Computer Engineering, 2024, 50(4): 247-257.
[8]	LI Chen, HOU Jin, LI Jinbiao, CHEN Zirui. Infrared and Visible Image Fusion Method Based on Attention and Residual Concatenation [J]. Computer Engineering, 2022, 48(7): 234-240.
[9]	WEI Ziwei, QU Dan, LIU Cong. Method for Person Re-identification Feature Extraction Based on Connected Attention [J]. Computer Engineering, 2022, 48(7): 220-226.
[10]	ZHANG Yexing, CHEN Min, PAN Qiuyu. Object Detection Method Based on Feature Channel Modeling [J]. Computer Engineering, 2022, 48(7): 264-269,299.
[11]	HAO Axiang, JIA Guojun. Person Re-identification Model Combining Attention and Batch Feature Erasure [J]. Computer Engineering, 2022, 48(7): 270-276,306.
[12]	CUI Yunxuan, LIU Guihua, YU Dongying, GUO Zhongyuan, ZHANG Wenkai. Lidar-Mono-Inertial SLAM System with Fusion of Point-Line Features [J]. Computer Engineering, 2022, 48(7): 254-263.
[13]	LI Kequan, CHEN Yan, LIU Jiachen, MU Xiangwei. Survey of Deep Learning-Based Object Detection Algorithms [J]. Computer Engineering, 2022, 48(7): 1-12.
[14]	HU Xinrong, GONG Chuang, ZHANG Zili, ZHU Qiang, PENG Tao, HE Ruhan. Clothing Image Segmentation Network Based on Improved Deeplab v3+ [J]. Computer Engineering, 2022, 48(7): 284-291.
[15]	WANG Anzhi, REN Chunhong, HE Linyan, YANG Yuanying, QU Weihua. Light Field Salient Object Detection Based on Multi-modal Multi-level Feature Aggregation Network [J]. Computer Engineering, 2022, 48(7): 227-233,240.

Please choose a citation manager

Content to export