multi-view learning
Multivariate time series classification based on M-histograms and multi-view learning
... of Multi-view learning [23],[22] as it allows us to extract different views of the ...data. Multi-view learning applies well to MTS as their dimensions can be seen as different ...
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2019 — Random forest for dissimilarity based multi-view learning : application to radiomics
... In contrast to the current studies that treat Radiomics data as a single-view machine learning task, we have proposed in our previsous work to cope with Radiomics complexity using an HDL[r] ...
191
A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification.
... active learning (AL); multi-view learning; multi-learner learning; multi-view multi-learner (MVML); genetic algorithms (GA); view generation; ...
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Multi-view Generative Adversarial Networks
... Moreover, multi-view learning has been theoretically studied mainly under the semi-supervised setting, but only with two facing views (Chapelle et ...ensemble-based learning approaches have ...
13
Beyond Multi-view Stereo: Shading-Reflectance Decomposition
... On the contrary, we target a symmetric approach, where all the reflectance maps corresponding to the different views are simultaneously recovered, thus avoiding the problem of selecting the main image. We focus in this ...
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Articulated mesh animation from multi-view silhouettes
... Abstract Details in mesh animations are difficult to generate but they have great impact on visual quality. In this work, we demonstrate a prac- tical software system for capturing such details from ...
10
View Planning for Multi-Stage Object Reconstruction
... / La version de cette publication peut être l’une des suivantes : la version prépublication de l’auteur, la version acceptée du manuscrit ou la version de l’éditeur. Access and use of [r] ...
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Volume Sweeping: Learning Photoconsistency for Multi-View Shape Reconstruction
... for multi-view stereo reconstruction with performance capture ...data. Multi-view 3D reconstruction has largely been studied with general, high resolution and high tex- ture content inputs, ...
19
Multi-View Vision System for Laparoscopy Surgery.
... global view of the surgical site to complement the traditional laparoscopic ...panoramic view of the abdominal cavity, while keeping the same orientation as the endoscope (same point of view), as ...
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Semantic Multi-View model for Low-Power
... (the Clock Constraint Specification Language) (André et al., 2010). CCSL is a formal language dedicated to the manipulation of logical and multiform time. We use CCSL to specify the causal relations between the ...
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All learning is local: Multi-agent learning in global reward games
... choose good actions in most configurations of our mobilized ad-hoc networking grid world. VII. L IMITATIONS AND EXTENSIONS The Kalman filtering framework handles many domains beautifully, as we have seen. However, there ...
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Multi-View Design for Cyber-Physical Systems
... a multi-view ap- proach. Indeed, we expect multi-view approaches to help handling system ...with multi-view that (i) Coordinates different languages of models and diverse ...
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Hybrid multi-view reconstruction by Jump-Diffusion
... a view dependent ...or multi-view stereo processes [ 11 , 13 , 39 , 44 ]. multi-view stereo techniques have pro- gressed significantly during recent years [ 1 , 37 , 42 ...from ...
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A Multi-Model View of Process Modelling
... S j stop Figure 3: Examples of map sections A map is a navigational structure in the sense that it allows the application engineer to determine a path from Start intention to Stop intention. The map contains a finite ...
35
Clustered Multi-Task Learning: A Convex Formulation
... Only the first method requires to know the true clustering a priori, all the other methods can be run without any knowledge of the clustering structure of the tasks. Each method was run with different numbers of training ...
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Machine Learning using Multi-Objective Evolutionary Algorithms
... 1.1.2 Multiobjective feature selection for classification This section attempts to provides a brief survey of multiobjective feature selection for classification. Multiobjective optimization problem (MOP) involves ...
126
Large-scale and high-quality multi-view stereo
... view stereo methods are either not applicable or have completeness and accuracy issues in part due to a lack of a correct treatment of visibility issues. The initial surface reconstruction problem is cast as the ...
154
Study of efficiency of multi view system in multi-disciplinary collaboration task
... of view so that they could inspect the virtual world from different angles and ...has view- independent representations of the virtual ...of view and switch the perspectives between egocentric (first ...
10
Audiovisual annotation procedure for multi-view field recordings
... julien.pinquier,florence.sedes,christine.senac}@irit.fr Abstract. Audio and video parts of an audiovisual document interact to produce an audiovisual, or multi-modal, perception. Yet, automatic anal- ysis on these ...
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Clustering-Based Anomaly Detection in Multi-View Data
... 5. CONCLUSION In this paper, we developed a new anomaly detection ap- proach for multi-view data. The main idea behind the ap- proach is to compare the objects based on their neighbor- hoods in the ...
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