TEXT DESCRIPTION TO IMAGE GENERATION USING GENERATIVE ADVERSARIAL NETWORK [PDF]
Proceedings on Engineering SciencesThe progression of translating text into images has been an imperative topic of research. The significant challenges arise from translating visual to textual information and vice versa.
Kayal Padmanandam +2 more
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Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications
Mathematics, 2023 Vehicle license plate images are often low resolution and blurry because of the large distance and relative motion between the vision sensor and vehicle, making license plate identification arduous.
Mohammad Hijji +7 more
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Quantum generative adversarial learning [PDF]
, 2018 Generative adversarial networks (GANs) represent a powerful tool for classical machine learning: a generator tries to create statistics for data that mimics those of a true data set, while a discriminator tries to discriminate between the true and fake ...
Lloyd, Seth, Weedbrook, Christian
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Rhythm detection for speech-music discrimination in MPEG compressed domain [PDF]
, 2002 A novel approach to speech-music discrimination based on rhythm (or beat) detection is introduced. Rhythmic pulses are detected by applying a long-term autocorrelation method on band-passed signals.
Jarina, Roman +3 more
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Domain Adaptive Multi-Discriminator Object Detection Based on Progressive Training [PDF]
Jisuanji gongcheng, 2023 The research on domain adaptive object detection based on adversarial training aims the deployment of detection models for use with different data sets without labeling new data sets. However, existing algorithms have difficulty in balancing the tasks of
Huisen LI, Jin HOU, Hui DANG, Yuhang ZHOU
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A Highly Accurate Deep Learning Based Approach for Developing Wireless Sensor Network Middleware
IEEE Access, 2018 Despite the popularity of wireless sensor networks (WSNs) in a wide range of applications, security problems associated with them have not been completely resolved. Middleware is generally introduced as an intermediate layer between WSNs and the end user
Remah A. Alshinina, Khaled M. Elleithy
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Improvement of dynamics of electric drive with phase synchronization, built on the basis of pulsed frequency-phase discriminator with extended functional possibilities [PDF]
Омский научный вестник, 2018 The electric drive with phase synchronization, widely used in thermal imaging and laser scanning systems due to the high dynamic characteristics in a wide range of adjustment of the angular velocity.
A. V. Bubnov, A. N. Chetverik
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A photonic chip based frequency discriminator for a high performance microwave photonic link [PDF]
, 2010 We report a high performance phase modulation direct detection microwave photonic link employing a photonic chip as a frequency discriminator. The photonic chip consists of five optical ring resonators (ORRs) which are fully programmable using thermo ...
Hoekman, Marcel +3 more
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Generative Adversarial Networks and Its Applications in Biomedical Informatics
Frontiers in Public Health, 2020 The basic Generative Adversarial Networks (GAN) model is composed of the input vector, generator, and discriminator. Among them, the generator and discriminator are implicit function expressions, usually implemented by deep neural networks. GAN can learn
Lan Lan +7 more
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Modified Multi-Category Digital Learning Networks for Red Blood Cell Inspection [PDF]
Engineering and Technology Journal, 2015 This paper reports research conducted into classification of red blood cells using multi-category digital learning networks. It is an effective solution for providing healthcare with reduced cost, especially for the rural and far away patients.
Mahmuod Hamza AL-Muifraje +1 more
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