14 results on '"Gonzalo de León"'
Search Results
2. A New Region-Based Minimal Path Selection Algorithm for Crack Detection and Ground Truth Labeling Exploiting Gabor Filters
- Author
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Gonzalo de León, Nicholas Fiorentini, Pietro Leandri, and Massimo Losa
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minimal path ,Gabor filter ,automatic crack detection ,ground truth ,labeling ,deep learning ,Science - Abstract
Cracks are fractures or breaks that occur in materials such as concrete, metals, rocks, and other solids. Various methods are used to detect and monitor cracks; among many of them, image-based methodologies allow fast identification of the distress and easy quantification of the percentage of cracks in the scene. Two main categories can be identified: classical and deep learning approaches. In the last decade, the tendency has moved towards the use of the latter. Even though they have proven their outstanding predicting performance, they suffer some drawbacks: a “black-box” nature leaves the user blind and without the possibility of modifying any parameters, a huge amount of labeled data is generally needed, a process that requires expert judgment is always required, and, finally, they tend to be time-consuming. Accordingly, the present study details the methodology for a new algorithm for crack segmentation based on the theory of minimal path selection combined with a region-based approach obtained through the segmentation of texture features extracted using Gabor filters. A pre-processing step is described, enabling the equalization of brightness and shadows, which results in better detection of local minima. These local minimal are constrained by a minimum distance between adjacent points, enabling a better coverage of the cracks. Afterward, a region-based segmentation technique is introduced to determine two areas that are used to determine threshold values used for rejection. This step is critical to generalize the algorithm to images presenting close-up scenes or wide cracks. Finally, a geometrical thresholding step is presented, allowing the exclusion of rounded areas and small isolated cracks. The results showed a very competitive F1-score (0.839), close to state-of-the-art values achieved with deep learning techniques. The main advantage of this approach is the transparency of the workflow, contrary to what happens with deep learning frameworks. In the proposed approach, no prior information is required; however, the statistical parameters may have to be adjusted to the particular case and requirements of the situation. The proposed algorithm results in a useful tool for researchers and practitioners needing to validate their results against some reference or needing labeled data for their models. Moreover, the current study could establish the grounds to standardize the procedure for crack segmentation with a lower human bias and faster results. The direct application of the methodology to images obtained with any low-cost sensor makes the proposed algorithm an operational support tool for authorities needing crack detection systems in order to monitor and evaluate the current state of the infrastructures, such as roads, tunnels, or bridges.
- Published
- 2023
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3. Novel Methodology to Recover Road Surface Height Maps from Illuminated Scene through Convolutional Neural Networks
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Gonzalo de León, Julien Cesbron, Philippe Klein, Pietro Leandri, and Massimo Losa
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deep learning ,convolutional neural networks ,profilometer ,image ,photometric stereo ,light ,Chemical technology ,TP1-1185 - Abstract
Road surface properties have a major impact on pavement’s life service conditions. Nowadays, contactless techniques are widely used to monitor road surfaces due to their portability and high precision. Among the different possibilities, laser profilometers are widely used, even though they have two major drawbacks: spatial information is missed and the cost of the equipment is considerable. The scope of this work is to show the methodology used to develop a fast and low-cost system using images taken with a commercial camera to recover the height information of the road surface using Convolutional Neural Networks. Hence, the dataset was created ad hoc. Based on photometric theory, a closed black-box with four light sources positioned around the surface sample was built. The surface was provided with markers in order to link the ground truth measurements carried out with a laser profilometer and their corresponding intensity values. The proposed network was trained, validated and tested on the created dataset. Three loss functions where studied. The results showed the Binary Cross Entropy loss to be the most performing and the best overall on the reconstruction task. The methodology described in this study shows the feasibility of a low-cost system using commercial cameras based on Artificial Intelligence.
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- 2022
- Full Text
- View/download PDF
4. Registro del colimbo pacífico (Gavia pacifica) en el Parque Nacional Sierra de San Pedro Mártir, Baja California, México
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Gorgonio Ruiz-Campos and Gonzalo de León-Girón
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Gavia pacifica ,colimbo pacífico ,registro inusual ,Sierra San Pedro Mártir ,ejemplares testigo. ,Zoology ,QL1-991 - Abstract
El colimbo Pacífico, Gavia pacifica, una especie de distribución holártica con afinidad a los ambientes costeros y tierras bajas durante su migración invernal, fue registrado de manera inusual en el Parque Nacional Sierra de San Pedro Mártir, Baja California, México (altitud de 2 428 m), durante un evento de tormenta de nieve en noviembre de 2015. Cinco individuos fueron detectados, de los cuales tres fueron rescatados vivos pero murieron días después. Estos ejemplares fueron disecados (taxidermia) y depositados en la Colección Ornitológica de la Universidad Autónoma de Baja California (UABC). Aunque existen registros previos de esta especie en localidades costeras y tierras bajas (
- Published
- 2017
- Full Text
- View/download PDF
5. The Northernmost Record of the Least Grebe (Tachybaptus dominicus bangsi) in Baja California
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Gorgonio Ruiz-Campos, Gonzalo de León-Girón, Tonatiuh Gaona-Melo, Gerardo Marrón, Philip Unitt, and Lori Hargrove
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General Medicine - Abstract
A specimen of the Least Grebe (Tachybaptus dominicus bangsi) from San Francisco de la Sierra, Baja Calfornia Sur, Mexico, collected 6 April 2022, was 36 km north of the oasis of San Ignacio, where the species breeds and site of the previous northernmost records on the peninsula. The bird’s occurrence on a small isolated pond yet coming into breeding condition highlight the species’ opportunism, possibly critical to its survival on the arid Baja California peninsula where freshwater oases suitable for the Least Grebe are few.
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- 2023
6. First Specimen of the Northern Saw-whet Owl from Baja California, Mexico, with Data on Its Abundance in the Sierra San Pedro Mártir
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Irak Rodríguez-Hernández, Gonzalo de León-Girón, Tonatiuh Gaona-Melo, Philip Unitt, and Gorgonio Ruiz-Campos
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Northern saw-whet owl ,First specimen ,Geography ,Abundance (ecology) ,Archaeology - Published
- 2021
7. Evaluation of tyre/road noise and texture interaction on rubberised and conventional pavements using CPX and profiling measurements
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Alessandro Del Pizzo, Luca Fredianelli, Gonzalo de León, Francesco Bianco, Luca Teti, Gaetano Licitra, and Antonino Moro
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050210 logistics & transportation ,05 social sciences ,0211 other engineering and technologies ,Road texture ,Environmental pollution ,02 engineering and technology ,Civil engineering ,Low noise ,Urban planning ,021105 building & construction ,0502 economics and business ,Noise control ,Profiling (information science) ,Environmental science ,Road traffic ,Civil and Structural Engineering - Abstract
Road traffic noise is the most common source of environmental pollution in urban areas, and therefore, the study of noise mitigation actions is fundamental for urban planning. The use of low noise ...
- Published
- 2020
8. Western Screech-Owl (Megascops kennicottii cardonensis) in the Sierra La Asamblea, Baja California, México
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Gorgonio Ruiz-Campos, Philip Unitt, and Gonzalo de León-Girón
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Screech owl ,Geography ,biology ,biology.organism_classification ,Archaeology - Published
- 2018
9. Unusual Record of Bonaparte’s Gull in the Sierra San Pedro Mártir, Baja California
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Armando J. Contreras-Balderas, Gonzalo de León-Girón, Hiram Rafael Moreno-Higareda, and Gorgonio Ruiz-Campos
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Geography ,Bonaparte's Gull ,Archaeology - Published
- 2020
10. Current distribution status of Golden Eagle (Aquila chrysaetos) in Northwestern Baja California, Mexico
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Ricardo Rodríguez-Estrella, Gorgonio Ruiz-Campos, and Gonzalo de León-Girón
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0106 biological sciences ,Eagle ,education.field_of_study ,biology ,Population ,Habitat conservation ,Vegetation ,01 natural sciences ,Archaeology ,010605 ornithology ,010601 ecology ,Altitude ,Geography ,Nest ,Abundance (ecology) ,biology.animal ,education ,Transect ,Ecology, Evolution, Behavior and Systematics - Abstract
The current distribution status, abundance and nesting of the Golden Eagle in Northwestern Baja California, Mexico, based on samplings during 2 years (January 2013–December 2014) throughout a series of scanned transects of 100 km that resulted in a total of 1634 km in length is documented. The average number of individuals detected/100 km was statistically similar between 2013 and 2014, with an average value of 1.5 ± 0.6 during both years. Number of eaglets per nest showed to be statistically independent (p > 0.05) from the abundance of potential prey, altitude, types of vegetation and lineal distance to urban zones. One hundred and one individuals of the Golden Eagle that have been historical (1843–1995) or recently recorded (2000–2014) for 11 localities of Baja California (3 historical and 9 recent) were reported. Five priority areas were identified for habitat conservation of this species in Baja California (Tecate, Valle de Guadalupe, Sierra de Juarez, Valle de Santo Domingo, and Sierra de San Pedro Martir). Chronologically, the population of the Golden Eagle in Baja California has maintained active its distribution and nesting areas at least during the last 2 decades.
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- 2016
- Full Text
- View/download PDF
11. Modelling the acoustic performance of newly laid low-noise pavements
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Luca Fredianelli, Gaetano Licitra, Alessandro Del Pizzo, Antonino Moro, Gonzalo de León, Francesco Bianco, and Luca Teti
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Mean squared error ,Grading on a curve ,Computer science ,0211 other engineering and technologies ,020101 civil engineering ,02 engineering and technology ,Building and Construction ,Coring ,Civil engineering ,0201 civil engineering ,Noise ,Procurement ,Road surface ,021105 building & construction ,Broadband ,Noise control ,General Materials Science ,Civil and Structural Engineering - Abstract
Road traffic in urban contexts produces noise mainly by the interaction of tyres with pavement surface and, therefore, the use of low-noise surfaces represents the best solution since they aim to mitigate the source. Moreover, in urban contexts it is often the only viable solution, together with a careful traffic planning. The main challenge in their adoption as noise mitigation actions is to be able to forecast the acoustical performances that the new road surface will be able to offer. In the UE, the new Green Public Procurement requires experimental verification of noise performance compliance: the designer must declare the acoustical performance of the proposed low-noise pavement and, a few months after the laying, the actual performance of the road surface must be tested using the Close Proximity Method (CPX). Due to the importance of being able to forecast CPX levels, the present work reports a novel way to model CPX broadband levels of newly laid low-noise road surfaces using only data available to the designer before the laying or easily obtained through coring tests, such as grading curve, fractal dimension, asphalt binder content, air voids, voids in mineral aggregates. Two models were elaborated, using two different frequency separations for tyre/road noise. The first model separates low and high frequency contributions, while the second one also considers noise around 1 kHz separately, using a three-band model. Both models are capable of forecasting the acoustic performance of newly laid low-noise road surfaces, using different road mixture parameters at different frequency ranges. The three band model shows a lower RMSE.
- Published
- 2020
12. Registro del colimbo pacífico (Gavia pacifica) en el Parque Nacional Sierra de San Pedro Mártir, Baja California, México
- Author
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Gonzalo de León-Girón and Gorgonio Ruiz-Campos
- Subjects
colimbo pacífico ,Sierra San Pedro Mártir ,lcsh:Zoology ,lcsh:QL1-991 ,General Medicine ,ejemplares testigo ,registro inusual ,Gavia pacifica - Abstract
El colimbo Pacífico, Gavia pacifica, una especie de distribución holártica con afinidad a los ambientes costeros y tierras bajas durante su migración invernal, fue registrado de manera inusual en el Parque Nacional Sierra de San Pedro Mártir, Baja California, México (altitud de 2 428 m), durante un evento de tormenta de nieve en noviembre de 2015. Cinco individuos fueron detectados, de los cuales tres fueron rescatados vivos pero murieron días después. Estos ejemplares fueron disecados (taxidermia) y depositados en la Colección Ornitológica de la Universidad Autónoma de Baja California (UABC). Aunque existen registros previos de esta especie en localidades costeras y tierras bajas (
- Published
- 2017
13. International Nosocomial Infection Control Consortium report, data summary for 2002-2007, issued January 2008
- Author
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Victor D, Rosenthal, Dennis G, Maki, Ajita, Mehta, Carlos, Alvarez-Moreno, Hakan, Leblebicioglu, Francisco, Higuera, Luis E, Cuellar, Naoufel, Madani, Zan, Mitrev, Lourdes, Dueñas, Josephine Anne, Navoa-Ng, Humberto Guanche, Garcell, Lul, Raka, Rosalía Fernández, Hidalgo, Eduardo A, Medeiros, Souha S, Kanj, Salisu, Abubakar, Patricio, Nercelles, Ricardo Diez, Pratesi, Gonzalo, De León, and OMÜ
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medicine.medical_specialty ,Pediatrics ,Asia ,Epidemiology ,International Cooperation ,Drug resistance ,medicine.disease_cause ,Intensive care ,Drug Resistance, Bacterial ,medicine ,Prevalence ,Humans ,Gram-Positive Bacterial Infections ,Cross Infection ,Organizations ,Pseudomonas aeruginosa ,business.industry ,Health Policy ,Public Health, Environmental and Occupational Health ,Nosocomial infection control ,medicine.disease ,Europe ,Pneumonia ,Intensive Care Units ,Infectious Diseases ,Latin America ,Staphylococcus aureus ,Emergency medicine ,Africa ,Ceftriaxone ,Enterobacter species ,business ,Gram-Negative Bacterial Infections ,medicine.drug - Abstract
Medeiros, Eduardo A/0000-0002-6205-259X; Yalcin, Ata Nevzat/0000-0002-7243-7354; alvarez Moreno, carlos Arturo/0000-0001-5419-4494; Dikmen, Yalim/0000-0002-3122-5099; Leblebicioglu, Hakan/0000-0002-6033-8543; Garcell, Humberto Guanche/0000-0001-7279-0062; , Salisu/0000-0003-4510-1430; Unal, Necmettin/0000-0002-9440-7893; Chatterjee, Sharmila/0000-0001-5905-1089; Graves, Nicholas/0000-0002-5559-3267; Chatterjee, Sharmila/0000-0002-3890-8386; Mitrev, Zan/0000-0001-7859-8821; Kanj, Souha/0000-0001-6413-3396 WOS: 000260963300002 PubMed: 18992646 We report the results of an International Nosocomial Infection Control Consortium (INICC) surveillance study from 2002 through 2007 in 98 intensive care units (ICUs) in Latin America, Asia, Africa, and Europe. During the 6-year study, using Centers for Disease Control and Prevention (CDC) National Nosocomial Infections Surveillance System (NNIS) definitions for device-associated health care-associated infection, we collected prospective data from 43,114 patients hospitalized in the Consortium's hospital ICUs for an aggregate of 272,279 days. Although device utilization in the INICC ICUs was remarkably similar to that reported from US ICUs in the CDC's National Healthcare Safety Network, rates of device-associated nosocomial infection were markedly higher in the ICUs of the INICC hospitals: the pooled rate of central line-associated bloodstream infections (CLABs) in the INICC ICUs, 9.2 per 1000 CL-days, is nearly 3-fold higher than the 2.4-5.3 per 1000 CL-days reported from comparable US ICUs, and the overall rate of ventilator-associated pneumonia was also far higher, 19.5 vs 1.1-3.6 per 1000 ventilator-days, as was the rate of catheter-associated urinary tract infection, 6.5 versus 3.4-5.2 per 1000 catheter-days. Most strikingly, the frequencies of resistance of Staphylococcus aureus isolates to methicillin (MRSA) (80.8% vs 48.1 %), Enterobacter species to ceftriaxone (50.8% vs 17.8%), and Pseudomonas aeruginosa to fluoroquinolones (52.4% vs 29.1 %) were also Far higher in the Consortium's ICUs, and the crude unadjusted excess mortalities of device-related infections ranged from 14.3 % (CLABs) to 27.5% (ventilator-associated pneumonia). (Am J Infect Control 2008:36:627-37.)
- Published
- 2008
14. Integration & Trade Journal: Volume 15 : No. 33 : July-December, 2011
- Author
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Luz María De la Mora, Dora Rodríguez, André M. Biancareli, Vicente Garnelo, Giovanni Molano Cruz, Gabriel R. Molteni, Gonzalo De León, Lucía Giudice, Amalia Stuhldreher, Debbie A. Mohammed, Chukwudi David Anyanwu, Ava Marius, Gian Luca Gardini, Patrick Low, Anabel González, Ganeshan Wignaraja, Alejandro Krell, Rosario Campos, Kathia Michalczewsky, Gala Gómez Minujín, Inter-American Development Bank, Luz María De la Mora, Dora Rodríguez, André M. Biancareli, Vicente Garnelo, Giovanni Molano Cruz, Gabriel R. Molteni, Gonzalo De León, Lucía Giudice, Amalia Stuhldreher, Debbie A. Mohammed, Chukwudi David Anyanwu, Ava Marius, Gian Luca Gardini, Patrick Low, Anabel González, Ganeshan Wignaraja, Alejandro Krell, Rosario Campos, Kathia Michalczewsky, Gala Gómez Minujín, and Inter-American Development Bank
- Abstract
The Integration & Trade Journal includes articles on the different aspects of integration in Latin America and the Caribbean, on hemispheric integration and, furthermore, on similar processes in other parts of the world. The Journal issued a call for the submission of papers that reviewed regional integration processes in Latin America and the Caribbean. This issue includes a collection of the many papers submitted. The titles include: Why it is Worth Rethinking Latin American Integration?; Financial Cooperation within the Context of South American Integration: Current Balance and Future Challenges; The Relevance of LAIA; The Andean Integration Process: Origins, Transformations and Structures; 20 Years on: The Achievements and Pending Challenges of MERCOSUR; MERCOSUR and the Challenges of its Joint Trade Policy: Achievements and Shortcomings of a Process of Incomplete Communitarization; Increasing the Trade Related Capacity of CARICOM Firms in a Post-Crisis Global Economy: The Role of Standards and Regulations; Caribbean Integration: A Rules of Origin Perspective. There's also a special section on Latin American Trading Blocs: Between Reality and Utopia, and a series of interviews to Patrick Low, Anabel González, Ganeshan Wignaraja, and Alejandro Krell.
- Published
- 2011
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