| Research Title |
Solving Bird Image Overlapping for Automatic Population Counts of Birds Using Image Processing |
| Date of Distribution |
13 October 2016 |
| Conference |
| Title of the Conference |
Management and Innovation Technology International Conference (MITiCON2016) |
| Organiser |
Computer Engineering, Faculty of Engineering, Ramkhamhaeng University and Computer Engineering, Faculty of Engineering, Thai-Nichi Institute of Technology |
| Conference Place |
The Tide Resort |
| Province/State |
Chonburi |
| Conference Date |
12 October 2016 |
| To |
14 October 2016 |
| Proceeding Paper |
| Volume |
- |
| Issue |
- |
| Page |
0 |
| Editors/edition/publisher |
|
| Abstract |
The counting bird population for assessment of the abundance of ecosystem is very important. The problem is overlapped bird in images. This research is purposed to solve bird image overlapping for counting population of birds using image processing. There are 4 techniques of image processing. Firstly, noisy dot and background are removed in bird image using multilevel thresholding. Secondly, the Region growing finds size of the bird by finding area value for segment of the image. Thirdly, the distance transform finds distance between images for segment of object. Finally, the erosion technique is used for object reduction which relationship of pixels in 4 directions. The experimental results have high precision as 0.96 and accuracy as 0.89 as recall 0.92 with different 6 images. The benefit of this research increases the performance of counting bird population which is one of the factors to discover an abundance of ecosystem |
| Author |
|
| Peer Review Status |
มีผู้ประเมินอิสระ |
| Level of Conference |
นานาชาติ |
| Type of Proceeding |
Full paper |
| Type of Presentation |
Oral |
| Part of thesis |
true |
| Presentation awarding |
false |
| Attach file |
|
| Citation |
0
|
|
|
Publication
Journal Publication
ไทย