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}

}