Edge pixel histograms characterization with neural networks for an improved semantic description

8th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2007

Volumn , Issue , 2007, Pages 46-

  Pinheiro, António M G ^a  

^a UNIVERSITY OF BEIRA INTERIOR   (Portugal)

Author keywords

Edges description; Edges histogram; Image classification; Image description; Neural network

Indexed keywords

GRAPHIC METHODS; IMAGE CLASSIFICATION; IMAGE RETRIEVAL; MULTIMEDIA SERVICES; NEURAL NETWORKS; PIXELS; SEMANTIC WEB; SEMANTICS; TEXTURES;

DECISION PROCESS; EDGES DESCRIPTION; EDGES HISTOGRAM; EUCLIDEAN DISTANCE; HIGH LEVEL DESCRIPTION; IMAGE DESCRIPTIONS; IMAGE DESCRIPTOR; SEMANTIC DESCRIPTIONS;

IMAGE ANALYSIS;

EID: 46749126186     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIAMIS.2007.35     Document Type: Conference Paper

References (11)

1. Cost 292 home page - semantic multimodal analysis of digital media, http://www.cost292.org/.
2. Mit media lab, vision and modeling group. http://vismod.media.mit.edu/ pub/VisTex/.
3. Tree video retrieval evaluation home page. http://www-nlpir.nist.gov/ projects/trecvid/.
4. M. Bober. Mpeg-7 visual shape descriptors. IEEE Transactions on Circuits and Systems for Video Technology, 11(6):716-719, June 2001.
5. J. Canny. A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-8(6):679-698, Nov. 1986.
6. R. O. Duda, P. E. Hart, and D. G. Stork. Pattern Classification. Wiley Interscience, 2nd edition, 2000.
7. M. Ferreira, S. Kiranyaz, and M. Gabbouj. Multi-space edge detection and object extraction for image retrieval, volume ICASSP 2006, Toulouse, France, May 2006.
8. E. Hadjidemetriou, M. D. Grossberg, and S. K. Nayar. Multiresolution histograms and their use for recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(7):831-847, July 2004.
9. Q. Iqbal and J. K. Aggarwal. Image retrieval via isotropic and anisotropic mappings. Pattern Recognition Journal, 35(12):2673-2686, December 2002.
10. D. Lowe. Distinctive image features from scale-invariant keypoints. Intl. Journal of Computer Vision, 60(2):91-110, 2004.
11. Y. Rubner, C. Tomasi, and L. J. Guibas. The earth mover's distance as a metric for image retrieval. Intl. Journal of Computer Vision, 40(2):99-121, 2000.