Výsledky vyhledávání - "Computer Vision and Pattern Recognition"

Mitosis domain generalization in histopathology images — The MIDOG challenge Autor Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas Maier, Jack Breen, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H.J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Adam Shephard, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu, Salar Razavi, April Khademi, Sen Yang, Xiyue Wang, Ramona Erber, Andrea Klang, Karoline Lipnik, Pompei Bolfa, Michael J. Dark, Gabriel Wasinger, Mitko Veta, Katharina Breininger

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Semi-automatic muscle segmentation in MR images using deep registration-based label propagation Autor Decaux, Nathan, Conze, Pierre-Henri, Ropars, Juliette, He, Xinyan, Sheehan, Frances T., Pons, Christelle, Ben Salem, Douraied, Brochard, Sylvain, Rousseau, François

“…•Registration-based label propagation is used for intra-subject muscle MR segmentation…”
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Past, Present, and Future of Face Recognition: A Review Autor Adjabi, Insaf, Ouahabi, Abdeldjalil, Benzaoui, Amir, Taleb-Ahmed, Abdelmalik

“…Face recognition is one of the most active research fields of computer vision and pattern recognition, with many practical and commercial applications including identification, access control…”
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Computer and machine vision : theory, algorithms, practicalities Autor Davies, E. R.

“… and R&D engineers working in this vibrant subject. Key features include: Practical examples and case studies give the 'ins and outs' of developing real-world vision…”
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Learning a Probabilistic Model for Diffeomorphic Registration Autor Krebs, Julian, Delingette, Herve, Mailhe, Boris, Ayache, Nicholas, Mansi, Tommaso

“…We propose to learn a low-dimensional probabilistic deformation model from data which can be used for the registration and the analysis of deformations. The…”
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Emotion recognition : a pattern analysis approach Autor Konar, Amit, Chakraborty, Aruna

“…A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signals This…”
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Automated video analysis of emotion and dystonia in epileptic seizures Autor Hou, Jen-Cheng, Thonnat, Monique, Bartolomei, Fabrice, McGonigal, Aileen

“… Classification accuracy was assessed using a leave-one-subject-out analysis. We studied 38 HKN seizure videos in 19 patients…”
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Superficial white matter: A review on the dMRI analysis methods and applications Autor Guevara, Miguel, Guevara, Pamela, Román, Claudio, Mangin, Jean-François

“… The shape and localization of these short bundles present a high variability across subjects…”
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3D Correlative Cryo-Structured Illumination Fluorescence and Soft X-ray Microscopy Elucidates Reovirus Intracellular Release Pathway Autor Kounatidis, Ilias, Stanifer, Megan L, Phillips, Michael A, Paul-Gilloteaux, Perrine, Heiligenstein, Xavier, Wang, Hongchang, Okolo, Chidinma A, Fish, Thomas M, Spink, Matthew C, Stuart, David I, Davis, Ilan, Boulant, Steeve, Grimes, Jonathan M, Dobbie, Ian M, Harkiolaki, Maria

“…Imaging of biological matter across resolution scales entails the challenge of preserving the direct and unambiguous correlation of subject features from the macroscopic to the microscopic level…”
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Unifying Color and Texture Transfer for Predictive Appearance Manipulation Autor Okura, Fumio, Vanhoey, Kenneth, Bousseau, Adrien, Efros, Alexei A., Drettakis, George

“…Recent color transfer methods use local information to learn the transformation from a source to an exemplar image, and then transfer this appearance change to…”
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Multiscale brain MRI super-resolution using deep 3D convolutional networks Autor Pham, Chi-Hieu, Tor-Díez, Carlos, Meunier, Hélène, Bednarek, Nathalie, Fablet, Ronan, Passat, Nicolas, Rousseau, François

“…[Display omitted] •A residual-based deep 3D CNN architecture for super-resolution.•Comprehensive performance analysis of key elements of neural…”
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Weakly-Supervised Learning of Visual Relations Autor Peyre, Julia, Laptev, Ivan, Schmid, Cordelia, Sivic, Josef

“… We call relation a triplet of the form (subject; predicate; object) where the predicate is typically a preposition (eg…”
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Intrinsic Decompositions for Image Editing Autor Bonneel, Nicolas, Kovacs, Balazs, Paris, Sylvain, Bala, Kavita

“…Intrinsic images are a mid‐level representation of an image that decompose the image into reflectance and illumination layers. The reflectance layer captures…”
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Cancelable indexing based on low-rank approximation of correlation-invariant random filtering for fast and secure biometric identification Autor Takao Murakami, Tetsushi Ohki, Yosuke Kaga, Masakazu Fujio, Kenta Takahashi

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Presymptomatic spinal cord pathology in c9orf72 mutation carriers: A longitudinal neuroimaging study Autor Querin, Giorgia, Bede, Peter, El Mendili, Mohamed Mounir, Li, Menghan, Pélégrini‐Issac, Mélanie, Rinaldi, Daisy, Catala, Martin, Saracino, Dario, Salachas, François, Camuzat, Agnes, Marchand‐Pauvert, Véronique, Cohen‐Adad, Julien, Colliot, Olivier, Le Ber, Isabelle, Pradat, Pierre‐François

“… Forty of them carried the pathogenic mutation (C9+). Each subject underwent quantitative cervical cord imaging…”
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Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences Autor Hesse, Nikolas, Pujades, Sergi, Black, Michael J., Arens, Michael, Hofmann, Ulrich G., Schroeder, A. Sebastian

“… Acquisition of such data requires expensive equipment, calibration procedures, and is limited to cooperative subjects who can understand and follow instructions, such as adults…”
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View-Invariant Skeleton Action Representation Learning via Motion Retargeting Autor Yang, Di, Wang, Yaohui, Dantcheva, Antitza, Garattoni, Lorenzo, Francesca, Gianpiero, Brémond, François

“… When dealing with estimated skeleton data in real-world videos , such methods perform poorly due to the large variations across subjects and camera viewpoint…”
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Adjoint Map Representation for Shape Analysis and Matching Autor Huang, Ruqi, Ovsjanikov, Maks

“…In this paper, we propose to consider the adjoint operators of functional maps, and demonstrate their utility in several tasks in geometry processing. Unlike a…”
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3D Object Detection with SLS-Fusion Network in Foggy Weather Conditions Autor Mai, Nguyen Anh Minh, Duthon, Pierre, Khoudour, Louahdi, Crouzil, Alain, Velastin, Sergio A.

“… However, the data collected from these sensors are subject to distortions in extreme weather conditions such as fog, rain, and snow…”
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Multi-scale graph-based grading for Alzheimer’s disease prediction Autor Hett, Kilian, Ta, Vinh-Thong, Oguz, Ipek, Manjón, José V., Coupé, Pierrick

“…•Combination of inter-subject similarity and intra-subject variability helps to predict Alzheimer’s disease.•Analysis of whole brain structures and hippocampal subfields jointly enables improvement of prediction performances…”
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