| Paper Abstract and Keywords |
| Presentation |
2006-11-24 16:30
Automatic Extraction of Objects out of Images using Data Compression and Object Likeliness
Hideyuki Sugiyama, Hisashi Koga, Toshinori Watanabe, Takanori Yokoyama (UEC) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We propose a new object generator that can acquire a few sample images without human intervention. First, we introduce a new concept of neighbour set representation of objects which is simple but powerful to represent non-rigid objects. Here, non-rigid means the changeability of parts arrangement. Next, we formulate our following instincts- appropriate objects are such that appear many times and have many parts in the image - into a computable evaluation function of image compressibility gained.This evaluation function also takes into account the uniformity of size, aspect ratio and density among multiple object instances of the same kind. We propose an algorithm that extracts objects automatically by searching for objects that maximizes the value of the evaluation function. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Object Recognition / Image Analysis / Neighbor Set / Data Compression / Model Generation / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 376, PRMU2006-160, pp. 183-188, Nov. 2006. |
| Paper # |
PRMU2006-160 |
| Date of Issue |
2006-11-17 (PRMU) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
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| Conference Information |
| Committee |
PRMU |
| Conference Date |
2006-11-23 - 2006-11-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2006-11-PRMU |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Automatic Extraction of Objects out of Images using Data Compression and Object Likeliness |
| Sub Title (in English) |
|
| Keyword(1) |
Object Recognition |
| Keyword(2) |
Image Analysis |
| Keyword(3) |
Neighbor Set |
| Keyword(4) |
Data Compression |
| Keyword(5) |
Model Generation |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Hideyuki Sugiyama |
| 1st Author's Affiliation |
The University of Electro-Communications (UEC) |
| 2nd Author's Name |
Hisashi Koga |
| 2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
| 3rd Author's Name |
Toshinori Watanabe |
| 3rd Author's Affiliation |
The University of Electro-Communications (UEC) |
| 4th Author's Name |
Takanori Yokoyama |
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The University of Electro-Communications (UEC) |
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| Speaker |
Author-1 |
| Date Time |
2006-11-24 16:30:00 |
| Presentation Time |
20 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2006-160 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.376 |
| Page |
pp.183-188 |
| #Pages |
6 |
| Date of Issue |
2006-11-17 (PRMU) |