Name
Title | ||
|---|---|---|
Image Processing and Recognition of Multiple Static Hand Gestures for Human-Computer Interaction |
Abstract | ||
|---|---|---|
The use of hand gestures provides an attractive alternative to cumbersome interface devices for human-computer interaction (HCI). However, the number of hand gestures has not been fully explored for HCI application. It is necessary to achieve more gestures as the command of interface. This paper proposed a method to recognize nine different hand gestures. Using camera to get images of people wearing pink gloves, and then preprocess those images by color splitting, morphological processing and edge extraction. Fourier descriptor, edge histogram and boundary moment invariants are three methods of feature extraction. At last, the template matching was used to realize the hand gesture recognition. The average recognition rate of the nine different gestures employing three different methods is 0.859. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1109/ICIG.2013.102 | ICIG |
Keywords | Field | DocType |
template matching,pink gloves,fourier analysis,different gesture,fourier descriptor,image matching,image processing,human computer interaction,different hand gesture,camera,morphological processing,cumbersome interface device,static hand gestures,hand gesture recognition,edge extraction,image recognition,cumbersome interface devices,pre-processing,hci application,feature extraction,hand gestures,edge detection,boundary moment invariants,different method,cameras,color splitting,gesture recognition,multiple static hand gestures,hand gesture,average recognition rate,edge histogram,image colour analysis,human-computer interaction,histograms,shape | Template matching,Computer vision,Histogram,Pattern recognition,Gesture,Computer science,Edge detection,Gesture recognition,Image processing,Feature extraction,Artificial intelligence,Fourier descriptor | Conference |
Citations | PageRank | References |
1 | 0.34 | 5 |
Authors | ||
13 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yongjing Liu | 1 | 1 | 1.02 |
| Yixing Yang | 2 | 1 | 0.68 |
| Lu Wang | 3 | 7 | 20.88 |
| Jiapeng Xu | 4 | 1 | 0.68 |
| Hongzhi Qi | 5 | 49 | 20.61 |
| Xin Zhao | 6 | 1 | 0.68 |
| Peng Zhou | 7 | 65 | 9.65 |
| Lixin Zhang | 8 | 2 | 3.75 |
| Baikun Wan | 9 | 104 | 16.90 |
| Dong Ming | 10 | 105 | 51.47 |
| Defang Guo | 11 | 1 | 0.34 |
| Bin Shi | 12 | 2 | 1.37 |
| Jun Wang | 13 | 625 | 70.64 |