Search Results - "Grassi, Ana Perez"

OmniGlasses: an optical aid for stereo vision CNNs to enable omnidirectional image processing by Seuffert, Julian B., Perez Grassi, Ana C., Ahmed, Hamza, Seidel, Roman, Hirtz, Gangolf

“…Stereo vision is a key technology for 3D scene reconstruction from image pairs. Most approaches process perspective images from commodity cameras. These…”
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Contactless Interactive Fall Detection and Sleep Quality Estimation for Supporting Elderly with Incipient Dementia by Siedel, Roman, Scheck, Tobias, Perez Grassi, Ana C., Seuffert, Julian B., Apitzsch, André, Yu, Jingrui, Nestler, Norbert, Heinz, Danny, Lehmann, Lars, Goy, Anne, Hirtz, Gangolf

“…In recent years, the demographic change in conjunction with a lack of professional caregivers led to retirement homes reaching capacity. The Alzheimer Disease…”
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Information fusion to detect and classify pedestrians using invariant features by Pérez Grassi, Ana, Frolov, Vadim, Puente León, Fernando

“…A novel approach to detect pedestrians and to classify them according to their moving direction and relative speed is presented in this paper. This work…”
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On-line thickness measurement for two-layer systems on polymer electronic devices by Grassi, Ana Perez, Tremmel, Anton J, Koch, Alexander W, El-Khozondar, Hala J

“…During the manufacturing of printed electronic circuits, different layers of coatings are applied successively on a substrate. The correct thickness of such…”
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Unsupervised Domain Adaptation from Synthetic to Real Images for Anchorless Object Detection by Scheck, Tobias, Grassi, Ana Perez, Hirtz, Gangolf

“…Synthetic images are one of the most promising solutions to avoid high costs associated with generating annotated datasets to train supervised convolutional…”
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A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications by Scheck, Tobias, Grassi, Ana Perez, Hirtz, Gangolf

“…A Convolutional Neural Network (CNN) is sometimes confronted with objects of changing appearance ( new instances) that exceed its generalization capability…”
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Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey by Yu, Jingrui, Grassi, Ana Cecilia Perez, Hirtz, Gangolf

“…A large field-of-view fisheye camera allows for capturing a large area with minimal numbers of cameras when they are mounted on a high position facing…”
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Characterizing Road Maps for Vehicle Endurance Testing with Machine Learning by Abraham, Bijin Muthiyackal, Drescher, Christian, Markert, Daniel, Grassi, Ana Perez, Masrur, Alejandro

“…To select optimal routes for vehicles endurance tests, it is necessary to have a road map characterized by events of interest. In this context, we define…”
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Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey by Yu, Jingrui, Grassi, Ana Cecilia Perez, Hirtz, Gangolf

“…A large field-of-view fisheye camera allows for capturing a large area with minimal numbers of cameras when they are mounted on a high position facing…”
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Detection of Circular Defects on Varnished or Painted Surfaces by Image Fusion by Grassi, A.P., Perez, M.A.A., Leon, F.P., Campos, R.M.P.

“…Varnishing and painting are quite delicate processes susceptible to failures. This becomes especially critical whenever an aesthetic finish is decisive for the…”
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