@inproceedings{327e5e3f5c8542e985ffaf183ab122d4,
title = "Histograms, wavelets and neural networks applied to image retrieval",
abstract = "We tackle the problem of retrieving images from a database. In particular we are concerned with the problem of retrieving images of airplanes belonging to one of the following six categories: 1) commercial planes on land, 2) commercial planes in the air, 3) war planes on land, 4) war planes in the air, 5) small aircrafts on land, and 6) small aircrafts in the air. During training, a wavelet-based description of each image is first obtained using Daubechies 4-wavelet transformation. The resulting coefficients are then used to train a neural network. During classification, test images are presented to the trained system. The coefficients are obtained from the Daubechies transform from histograms of a decomposition of the image into square sub-images of each channel of the original image. 120 images were used for training and 240 for independent testing. An 88% correct identification rate was obtained.",
author = "Gonzalez, {Alain C.} and Sossa, {Juan H.} and Riveron, {Edgardo Manuel Felipe} and Oleksiy Pogrebnyak",
year = "2006",
doi = "10.1007/11925231_78",
language = "Ingl{\'e}s",
isbn = "3540490264",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "820--827",
booktitle = "MICAI 2006",
address = "Alemania",
note = "5th Mexican International Conference on Artificial Intelligence, MICAI 2006: Advances in Artificial Intelligence ; Conference date: 13-11-2006 Through 17-11-2006",
}