Výsledky vyhledávání - "Panetta, Karen"

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Quantum-Inspired Edge Detection Algorithms Implementation using New Dynamic Visual Data Representation and Short-Length Convolution Computation

Autor: Grigoryan, Artyom M., Agaian, Sos S., Panetta, Karen

As the availability of imagery data continues to swell, so do the demands on transmission, storage and processing power. Processing requirements to handle this plethora of data is quickly outpacing the utility of conventional processing techniques. T

Externí odkaz: http://arxiv.org/abs/2210.17490

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QSAM-Net: Rain streak removal by quaternion neural network with self-attention module

Autor: Frants, Vladimir, Agaian, Sos, Panetta, Karen

Images captured in real-world applications in remote sensing, image or video retrieval, and outdoor surveillance suffer degraded quality introduced by poor weather conditions. Conditions such as rain and mist, introduce artifacts that make visual ana

Externí odkaz: http://arxiv.org/abs/2208.04346

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A Framework for Multisensory Foresight for Embodied Agents

Autor: Chen, Xiaohui, Hosseini, Ramtin, Panetta, Karen, Sinapov, Jivko

Predicting future sensory states is crucial for learning agents such as robots, drones, and autonomous vehicles. In this paper, we couple multiple sensory modalities with exploratory actions and propose a predictive neural network architecture to add

Externí odkaz: http://arxiv.org/abs/2109.07561

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