Records |
Author |
Xavier Soria; Angel D. Sappa; Riad Hammoud |
Title |
Wide-Band Color Imagery Restoration for RGB-NIR Single Sensor Image. Sensors 2018 ,2059. |
Type |
Journal Article |
Year |
2018 |
Publication |
|
Abbreviated Journal |
|
Volume |
Vol. 18 |
Issue |
Issue 7 |
Pages |
|
Keywords |
|
Abstract |
Multi-spectral RGB-NIR sensors have become ubiquitous in recent years. These sensors allow the visible and near-infrared spectral bands of a given scene to be captured at the same time. With such cameras, the acquired imagery has a compromised RGB color representation due to near-infrared bands (700–1100 nm) cross-talking with the visible bands (400–700 nm). This paper proposes two deep learning-based architectures to recover the full RGB color images, thus removing the NIR information from the visible bands. The proposed approaches directly restore the high-resolution RGB image by means of convolutional neural networks. They are evaluated with several outdoor images; both architectures reach a similar performance when evaluated in different scenarios and using different similarity metrics. Both of them improve the state of the art approaches. |
Address |
|
Corporate Author |
|
Thesis |
|
Publisher |
|
Place of Publication |
|
Editor |
|
Language |
|
Summary Language |
|
Original Title |
|
Series Editor |
|
Series Title |
|
Abbreviated Series Title |
|
Series Volume |
|
Series Issue |
|
Edition |
|
ISSN |
|
ISBN |
|
Medium |
|
Area |
|
Expedition |
|
Conference |
|
Notes |
|
Approved |
no |
Call Number |
gtsi @ user @ |
Serial |
96 |
Permanent link to this record |
|
|
|
Author |
Xavier Soria, Yachuan Li, Mohammad Rouhani & Angel D. Sappa |
Title |
Tiny and Efficient Model for the Edge Detection Generalization |
Type |
Conference Article |
Year |
2023 |
Publication |
Proceedings – 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2023) Paris 2-6 October 2023 |
Abbreviated Journal |
|
Volume |
|
Issue |
|
Pages |
1356 - 1365 |
Keywords |
|
Abstract |
|
Address |
|
Corporate Author |
|
Thesis |
|
Publisher |
|
Place of Publication |
|
Editor |
|
Language |
|
Summary Language |
|
Original Title |
|
Series Editor |
|
Series Title |
|
Abbreviated Series Title |
|
Series Volume |
|
Series Issue |
|
Edition |
|
ISSN |
|
ISBN |
|
Medium |
|
Area |
|
Expedition |
|
Conference |
|
Notes |
|
Approved |
no |
Call Number |
cidis @ cidis @ |
Serial |
229 |
Permanent link to this record |
|
|
|
Author |
Xavier Soria; Angel D. Sappa; Arash Akbarinia |
Title |
Multispectral Single-Sensor RGB-NIR Imaging: New Challenges an Oppotunities |
Type |
Conference Article |
Year |
2017 |
Publication |
The 7th International Conference on Image Processing Theory, Tools and Application |
Abbreviated Journal |
|
Volume |
|
Issue |
|
Pages |
1-6 |
Keywords |
|
Abstract |
|
Address |
|
Corporate Author |
|
Thesis |
|
Publisher |
|
Place of Publication |
|
Editor |
|
Language |
|
Summary Language |
|
Original Title |
|
Series Editor |
|
Series Title |
|
Abbreviated Series Title |
|
Series Volume |
|
Series Issue |
|
Edition |
|
ISSN |
|
ISBN |
|
Medium |
|
Area |
|
Expedition |
|
Conference |
|
Notes |
|
Approved |
no |
Call Number |
gtsi @ user @ |
Serial |
72 |
Permanent link to this record |
|
|
|
Author |
Xavier Soria , Gonzalo Pomboza-Junez & Angel Sappa. |
Title |
LDC: Lightweight Dense CNN for Edge Detection. |
Type |
Journal Article |
Year |
2022 |
Publication |
IEEE Access journal |
Abbreviated Journal |
|
Volume |
Vol. 10 |
Issue |
|
Pages |
pp. 68281-68290 |
Keywords |
|
Abstract |
|
Address |
|
Corporate Author |
|
Thesis |
|
Publisher |
|
Place of Publication |
|
Editor |
|
Language |
|
Summary Language |
|
Original Title |
|
Series Editor |
|
Series Title |
|
Abbreviated Series Title |
|
Series Volume |
|
Series Issue |
|
Edition |
|
ISSN |
|
ISBN |
|
Medium |
|
Area |
|
Expedition |
|
Conference |
|
Notes |
|
Approved |
yes |
Call Number |
cidis @ cidis @ |
Serial |
183 |
Permanent link to this record |
|
|
|
Author |
Xavier Soria; Angel D. Sappa |
Title |
Improving Edge Detection in RGB Images by Adding NIR Channel. |
Type |
Conference Article |
Year |
2018 |
Publication |
14th IEEE International Conference on Signal Image Technology & Internet based Systems (SITIS 2018) |
Abbreviated Journal |
|
Volume |
|
Issue |
|
Pages |
266-273 |
Keywords |
|
Abstract |
|
Address |
|
Corporate Author |
|
Thesis |
|
Publisher |
|
Place of Publication |
|
Editor |
|
Language |
|
Summary Language |
|
Original Title |
|
Series Editor |
|
Series Title |
|
Abbreviated Series Title |
|
Series Volume |
|
Series Issue |
|
Edition |
|
ISSN |
|
ISBN |
|
Medium |
|
Area |
|
Expedition |
|
Conference |
|
Notes |
|
Approved |
no |
Call Number |
gtsi @ user @ |
Serial |
95 |
Permanent link to this record |
|
|
|
Author |
Xavier Soria; Edgar Riba; Angel D. Sappa |
Title |
Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection |
Type |
Conference Article |
Year |
2020 |
Publication |
2020 IEEE Winter Conference on Applications of Computer Vision (WACV) |
Abbreviated Journal |
|
Volume |
|
Issue |
9093290 |
Pages |
1912-1921 |
Keywords |
|
Abstract |
This paper proposes a Deep Learning based edge de- tector, which is inspired on both HED (Holistically-Nested Edge Detection) and Xception networks. The proposed ap- proach generates thin edge-maps that are plausible for hu- man eyes; it can be used in any edge detection task without previous training or fine tuning process. As a second contri- bution, a large dataset with carefully annotated edges, has been generated. This dataset has been used for training the proposed approach as well the state-of-the-art algorithms for comparisons. Quantitative and qualitative evaluations have been performed on different benchmarks showing im- provements with the proposed method when F-measure of ODS and OIS are considered. |
Address |
|
Corporate Author |
|
Thesis |
|
Publisher |
|
Place of Publication |
|
Editor |
|
Language |
|
Summary Language |
|
Original Title |
|
Series Editor |
|
Series Title |
|
Abbreviated Series Title |
|
Series Volume |
|
Series Issue |
|
Edition |
|
ISSN |
|
ISBN |
978-172816553-0 |
Medium |
|
Area |
|
Expedition |
|
Conference |
|
Notes |
|
Approved |
no |
Call Number |
cidis @ cidis @ |
Serial |
126 |
Permanent link to this record |
|
|
|
Author |
Xavier Soria, Angel Sappa, Patricio Humanante, Arash Akbarinia |
Title |
Dense extreme inception network for edge detection. |
Type |
Journal Article |
Year |
2023 |
Publication |
Pattern Recognition |
Abbreviated Journal |
|
Volume |
Vol. 139 |
Issue |
|
Pages |
|
Keywords |
|
Abstract |
|
Address |
|
Corporate Author |
|
Thesis |
|
Publisher |
|
Place of Publication |
|
Editor |
|
Language |
|
Summary Language |
|
Original Title |
|
Series Editor |
|
Series Title |
|
Abbreviated Series Title |
|
Series Volume |
|
Series Issue |
|
Edition |
|
ISSN |
00313203 |
ISBN |
|
Medium |
|
Area |
|
Expedition |
|
Conference |
|
Notes |
|
Approved |
no |
Call Number |
cidis @ cidis @ |
Serial |
216 |
Permanent link to this record |