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Tag: invatare automata
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Towards Accessibility in Education. An Ontology based approach (2021)
Abstract As the world changes, so does the future of our students. In this respect, the evolution of the technology comes up with specific environments for educational purpose. Building smart […]
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Alexa, What classes do I have today? The use of Artificial Intelligence via Smart Speakers in Education (2020)
Abstract Looking back to the rumours from the early 2000’s, when the world of technology bloomed together with the curiosity towards what was next to come, by 2020, robots should […]
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Tumor Detection in Brain MRIs by Computing Dissimilarities in the Latent Space of a Variational AutoEncoder (2020)
Abstract The ability to automatically detect anomalies in brain MRI scans is of great importance in computer-aided diagnosis. Unsupervised anomaly detection methods work primarily by learning the distribution of healthy […]
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Unsupervised Edge Detector based on Evolved Cellular Automata (2020)
Abstract Extensive research has been performed in image processing to find the best edge detector, from the gradient-based operators to evolved Cellular Automata (CA). Some of these detectors have weak […]
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Generalized Cellular Automata for Edege Detection (2020)
Abstract Cellular Automata (CA) are simple, easily parallelizable models that have been used extensively for various computational tasks. Such models are especially useful for image processing, as mapping automaton cells […]
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Evolved Cellular Automata for Edge Detection in Binary Images (2019)
Abstract One significant and complex image processing task that may be used as a step in various complex processes is the edge detection. The mechanism of detecting the edges is […]
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Evolved Cellular Automata for Edge Detection in Grayscale Images (2019)
Abstract One important image processing task is the edge detection in intensity images. Some approaches were proposed based on computing the gradient of the signal, but not many approaches were […]
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Evolved cellular automata for edge detection (2019)
Abstract Cellular Automata (CA) can be successfully applied in various image processing tasks because they have a number of advantages over the traditional methods of computations: simplicity of implementation, the […]
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Optimal Stereo Camera Calibration via Genetic Algorithms (2021)
Citare A. Marinescu, A. Dărăbant, T. Ileni, Optimal Stereo Camera Calibration via Genetic Algorithms, IJCAI 2021 AI4AD Workshop, Artificial Intelligence for Autonomous Driving
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A musical similarity metric based on Symbolic Aggregate Approximation (2020)
Abstract We have continued our work in the field of AI-driven music synthesis and have improved upon our previous 3-layer gated recurrent unit neural network, with results confirming higher accuracy […]
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