Results 31 to 40 of about 587,374 (265)
Recognition of fabric composition of clothing in an image in e-commerce using neural networks
Informatika, 2023 Objectives. Development of new approach for recognizing the fabric composition of clothing in e-commerce images by using generative adversarial network(GAN) to generate synthetic images of clothing with known fabric composition, to be used to train the ...
V. V. Sorokina
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Failing to Reflect Reality: Gaussian Splatting’s Collapse on Non-Lambertian Surfaces
IEEE Open Journal of Signal ProcessingWe explore the applicability of Gaussian Splatting (GS) to the view synthesis (VS) of non-Lambertian objects. Materials with anisotropic appearance have always been a failure case for VS, until the recent introduction of spherical harmonics promising ...
Eva Dubar +3 more
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Image-Based Analysis of Dense Particle Mixtures via Mask R-CNN
Eng, 2022 Powders and their mixtures are elemental for many industries (e.g., food, pharmaceutical, mining, agricultural, and chemical). The properties of the manufactured products are often directly linked to the particle properties (e.g., particle size and shape
Max Frei, Frank Einar Kruis
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A Survey of Dense Object Detection Methods Based on Deep Learning
IEEE AccessObject detection based on images or videos is one of computer vision’s most common and practical tasks. In recent years, thanks to the development and advancement of deep learning methods, object detection algorithms and frameworks have made ...
Yang Zhou, Hui Li
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Score-Guided Generative Adversarial Networks
Axioms, 2022 We propose a generative adversarial network (GAN) that introduces an evaluator module using pretrained networks. The proposed model, called a score-guided GAN (ScoreGAN), is trained using an evaluation metric for GANs, i.e., the Inception score, as a ...
Minhyeok Lee, Junhee Seok
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Remote Sensing, 2023 With the widespread application and functional complexity of deep neural networks (DNNs), the demand for training samples is increasing. This elevated requirement also extends to DNN-based SAR object detection.
Yi Kuang +4 more
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Frontiers in Neuroinformatics, 2023 IntroductionAcquisition and pre-processing pipelines for diffusion-weighted imaging (DWI) volumes are resource- and time-consuming. Generating synthetic DWI scalar maps from commonly acquired brain MRI sequences such as fluid-attenuated inversion ...
Karissa Chan +6 more
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Intelligent Extraction and Accurate Reconstruction of Road Point Cloud for Oblique Photography [PDF]
Jisuanji gongchengWith the rapid development of autonomous driving and smart cities, accurate road point cloud segmentation and reconstruction have become key technological requirements.
GU Yuxuan, WANG Yuran, Lü Zejun, ZHANG Yanci
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CryoETGAN: Cryo-Electron Tomography Image Synthesis via Unpaired Image Translation
Frontiers in Physiology, 2022 Cryo-electron tomography (Cryo-ET) has been regarded as a revolution in structural biology and can reveal molecular sociology. Its unprecedented quality enables it to visualize cellular organelles and macromolecular complexes at nanometer resolution with
Xindi Wu +6 more
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Pediatric Blood &Cancer, EarlyView.ABSTRACT Introduction The use of herbal medical preparation (HMP) is rising among pediatric oncology patients, often to manage treatment‐related symptoms. Their effectiveness remains uncertain, and the risk of herb–drug interactions is underestimated.
Orianne Mahot +6 more
wiley +1 more source