Publications

@article{saikia_colour_2021,

title = {Colour Neural Descriptors for Instance Retrieval Using CNN Features and Colour Models},

author = {Surajit Saikia and Laura Fernández-Robles and Eduardo Fidalgo and Enrique Alegre},

url = {https://ieeexplore.ieee.org/abstract/document/9344701},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Access},

volume = {9},

pages = {23218–23234},

abstract = {This paper presents color neural descriptors for image retrieval, using CNN features from different color spaces without fine-tuning. An object detector enhances feature extraction, and a stride-based query expansion improves multi-view retrieval. The method achieves state-of-the-art results on multiple datasets.},

note = {Publisher: IEEE},

keywords = {CNN Features, Color Descriptors, deep learning, Image Retrieval, Object Detection},

pubstate = {published},

tppubtype = {article}

}

@article{fidalgo_evaluation_nodate,

title = {EVALUATION OF SHAPE AND COLOR DESCRIPTORS BY USING BAG OF WORD TECHNIQUES WITH ONE VS ALL CLASSIFICATION},

author = {Eduardo Fidalgo and Laura Fernández-Robles and Maite García-Ordás and Óscar García-Olalla Olivera and Enrique Alegre},

url = {https://www.researchgate.net/profile/Eduardo-Fidalgo-4/publication/257758029_Evaluation_of_shape_and_color_descriptors_by_using_bag_of_Word_techniques_with_one_vs_all_classification/links/5a2032d8458515341c85589a/Evaluation-of-shape-and-color-descriptors-by-using-bag-of-Word-techniques-with-one-vs-all-classification.pdf},

abstract = {This paper evaluates various shape and color descriptors on two datasets: “Soccer” and a newly introduced one called “Karinas_Dataset1.” Images are represented using descriptors created through the Bag of Words (BoW) technique. A one-vs-all classifier is then trained and tested with random images from the datasets. To avoid outliers, experiments are repeated 10 times and the average result is reported.},

keywords = {Bag of Words, Color Descriptors, One-vs-all, Shape Description},

pubstate = {published},

tppubtype = {article}

}