Search Results - "Hochuli, Andre G."

A comprehensive comparison of end-to-end approaches for handwritten digit string recognition by Hochuli, Andre G., Britto Jr, Alceu S., Saji, David A., Saavedra, José M., Sabourin, Robert, Oliveira, Luiz S.

“…•A comprehensive comparison of end-to-end approaches applied to this task.•A string of digits is represented as a sequence of objects.•It produces a short…”
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Combining Muti-Layer Features For Plant Species Classification in a Siamese Network by Moresco, Matheus, De S. Britto, Alceu, Costa, Yandre M. G., Senger, Luciano J., Hochuli, Andre G.

“…The plant species classification using leaf images is a challenge due to the lack of annotation, imbalanced classes and similarities in the data…”
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An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings by Hochuli, Andre G., Britto, Alceu S., Barddal, Jean P., Sabourin, Robert, Oliveira, Luiz E. S.

“…An end-to-end solution for handwritten numeral string recognition is proposed, in which the numeral string is considered as composed of objects automatically…”
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Evaluation of Different Annotation Strategies for Deployment of Parking Spaces Classification Systems by Hochuli, Andre G., Britto, Alceu S., de Almeida, Paulo R. L., Alves, Williams B. S., Cagni, Fabio M. C.

“…When using vision-based approaches to classify individual parking spaces between occupied and empty, human experts often need to annotate the locations and…”
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End-to-End Approach for Recognition of Historical Digit Strings by Zhao, Mengqiao, Hochuli, Andre G, Cheddad, Abbas

“…The plethora of digitalised historical document datasets released in recent years has rekindled interest in advancing the field of handwriting pattern…”
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Evaluation of Different Annotation Strategies for Deployment of Parking Spaces Classification Systems by Hochuli, Andre G, BrittoJr, Alceu S, de Almeida, Paulo R. L, Alves, Williams B. S, Cagni, Fabio M. C

“…When using vision-based approaches to classify individual parking spaces between occupied and empty, human experts often need to annotate the locations and…”
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A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition by Hochuli, Andre G, BrittoJr, Alceu S, Saji, David A, Saavedra, Jose M, Sabourin, Robert, Oliveira, Luiz S

“…Expert System with Applications (2020) Over the last decades, most approaches proposed for handwritten digit string recognition (HDSR) have resorted to digit…”
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An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings by Hochuli, Andre G, BrittoJr, Alceu S, Barddal, Jean P, Oliveira, Luiz E. S, Sabourin, Robert

“…An end-to-end solution for handwritten numeral string recognition is proposed, in which the numeral string is considered as composed of objects automatically…”
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Segmentation-Free Approaches for Handwritten Numeral String Recognition by Hochuli, Andre G, Oliveira, Luiz E S, BrittoJr, Alceu S, Sabourin, Robert

“…This paper presents segmentation-free strategies for the recognition of handwritten numeral strings of unknown length. A synthetic dataset of touching numeral…”
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Segmentation-Free Approaches For Handwritten Numeral String Recognition by Hochuli, Andre G., Oliveira, Luiz S., Souza Britto, Alceu de, Sabourin, Robert

“…This paper presents segmentation-free strategies for the recognition of handwritten numeral strings of unknown length. A synthetic dataset of touching numeral…”
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Detection of non-conventional events on video scenes by Hochuli, A.G., Britto, A.S., Koerich, A.L.

“…This article presents a novel approach for detection of non-conventional events in videos scenes. This novel approach consists in analyzing in real-time video…”
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