Towards an Intelligent Fuzzy-fusion Model for Identity Document Classification

2021 ◽  
Author(s):  
Nouna Khandan ◽  
Amin Beheshti ◽  
Helia Farhood ◽  
Matineh Pooshideh ◽  
Mike Simpson ◽  
...  
Keyword(s):  
Document Classification ◽  
Fusion Model ◽  
Identity Document ◽  
Fuzzy Fusion

Key-Guided Identity Document Classification Method by Graph Attention Network

2021 ◽  
pp. 267-280
Author(s):  
Xiaojie Xia ◽  
Wei Liu ◽  
Ying Zhang ◽  
Liuan Wang ◽  
Jun Sun
Keyword(s):  
Document Classification ◽  
Classification Method ◽  
Attention Network ◽  
Identity Document

A Note on Document Classification with Small Training Data

2011 ◽  
Vol 131 (8) ◽  
pp. 1459-1466
Author(s):  
Yasunari Maeda ◽  
Hideki Yoshida ◽  
Masakiyo Suzuki ◽  
Toshiyasu Matsushima
Keyword(s):  
Document Classification ◽  
Training Data

An Accelerated Cue Combination Principle Accounts for Multi-cue Depth Perception

2020 ◽  
Vol 3 (1) ◽  
pp. 10501-1-10501-9
Author(s):  
Christopher W. Tyler
Keyword(s):  
Belief Propagation ◽  
Probability Distributions ◽  
Three Dimensional ◽  
Dimensional Structure ◽  
Fusion Model ◽  
Cue Combination ◽  
Depth Estimate ◽  
Appropriate Behavior ◽  
Depth Cues ◽  
Bayesian Averaging

Abstract For the visual world in which we operate, the core issue is to conceptualize how its three-dimensional structure is encoded through the neural computation of multiple depth cues and their integration to a unitary depth structure. One approach to this issue is the full Bayesian model of scene understanding, but this is shown to require selection from the implausibly large number of possible scenes. An alternative approach is to propagate the implied depth structure solution for the scene through the “belief propagation” algorithm on general probability distributions. However, a more efficient model of local slant propagation is developed as an alternative.The overall depth percept must be derived from the combination of all available depth cues, but a simple linear summation rule across, say, a dozen different depth cues, would massively overestimate the perceived depth in the scene in cases where each cue alone provides a close-to-veridical depth estimate. On the other hand, a Bayesian averaging or “modified weak fusion” model for depth cue combination does not provide for the observed enhancement of perceived depth from weak depth cues. Thus, the current models do not account for the empirical properties of perceived depth from multiple depth cues.The present analysis shows that these problems can be addressed by an asymptotic, or hyperbolic Minkowski, approach to cue combination. With appropriate parameters, this first-order rule gives strong summation for a few depth cues, but the effect of an increasing number of cues beyond that remains too weak to account for the available degree of perceived depth magnitude. Finally, an accelerated asymptotic rule is proposed to match the empirical strength of perceived depth as measured, with appropriate behavior for any number of depth cues.

Aplicaciones de la firma electrónica mediante certificados digitales: El Documento Nacional de Identidad Electrónico en el Ecuador

2017 ◽  
Vol 1 (8) ◽  
Author(s):  
Cristian Fernando Cedeño Sarmiento ◽  
Alex Gregorio Mendoza Arteaga ◽  
Gregorio Isoldo Mendoza Cedeño ◽  
Enrique Javier Macías Arias
Keyword(s):  
Present Article ◽  
Developed Countries ◽  
International Standards ◽  
Electronic Government ◽  
Electronic Signatures ◽  
Palabras Clave ◽  
Identity Document ◽  
Digital Certificates ◽  
Nuevas Tecnologías ◽  
Computer Services

En el presente artículo se realiza un análisis de la usabilidad del Documento Nacional de Identidad electrónico en países desarrollados y su futura implementación en el Ecuador, la necesidad de tener un documento de identificación electrónico legal que permita validar la identidad de los ciudadanos al momento de acceder a los servicios electrónicos públicos y privados. Se analizan conceptos referentes a la firma electrónica, las entidades que intervienen en el proceso, los mecanismos de encriptación de un mensaje, hasta culminar con la implementación de dicha firma electrónica. Finalmente, se hace una reflexión sobre la implementación de un nuevo documento de identidad en el Ecuador el cual debería contener las características necesarias acorde a las nuevas tecnologías existentes, los estándares internacionales y sus posibles usos en los servicios informáticos disponibles en el país.  Palabras clave: Encriptación, tecnologías, servicios informáticos, identificación electrónica   Applications of electronic signatures using digital certificates: The National Electronic Identity in Ecuador   Aplicaciones electrónicas en Ecuador    Abstract  In the present article itself performs an analysis of the usability of the National Electronic Identity Document in developed countries and its future implementation in Ecuador, the need for a legal electronic identification document to validate the identity of citizens at time by accessing the electronic government and corporate services. Discusses concepts related to electronic signatures, the entities involved in the process, the mechanisms for the encryption a message, culminating with the implementation of electronic signatures. Finally, a reflection on the implementation of a new identity in Ecuador that should contain the necessary characteristics according to the new existing technologies, international standards and their possible uses and computer services available in the country. Keywords: Encriptación, tecnologías, servicios informáticos, identificación electrónica

Output-based transfer learning in genetic programming for document classification

2021 ◽  
Vol 212 ◽  
pp. 106597
Author(s):  
Wenlong Fu ◽  
Bing Xue ◽  
Xiaoying Gao ◽  
Mengjie Zhang
Keyword(s):  
Genetic Programming ◽  
Transfer Learning ◽  
Document Classification
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