Action Representations for Multi-View and 3D Applications
Action Recognition in Multi-view Videos
... learn view-specific deep ...extracting view-invariant features using global codebooks [45, 32, 33] or dictionaries ...learn view-specific feature representation to extract the most discriminative ...
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Learning Robust Representations via Multi-View Information Bottleneck
... in Multi-View settings (Ji et ...the Multi- View InfoMax (MV-InfoMax) models should contain at least the amount of information in x that is predictive for v 2 , targeting the region I(z; x) ≥ ...
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3D ellipsoid fitting for multi-view gait recognition
... to 3D space solves the is- sue of view dependency and problems with self occlusions, though our method does constrain its applications to situ- ations where a multi-camera setup is in ...other ...
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Optimal Representations for Adaptive Streaming in Interactive Multi-View Video Systems
... Interactive Multi-View Video Systems Laura Toni, Member, IEEE, and Pascal Frossard, Senior Member, IEEE Abstract Interactive multi-view video streaming (IMVS) services permit to remotely ...
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Multi-View Object Class Detection with a 3D Geometric Model
... a 3D representation for multi-view object class detection are obvious: 2D part detections can be disambiguated and pruned with respect to their consis- tency with the object class geometry under full ...
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Multi-View Vocabulary Trees for Mobile 3D Visual Search
... A universal visual vocabulary has some advantages and also disadvantages. On the one hand, the off-line process of generating a VT for our application would be much faster with a general codebook, because the clustering ...
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Multi-View Video-Based 3D Hand Pose Estimation
... Video-Based 3D Hand Pose Estimation Leyla Khaleghi, Alireza Sepas-Moghaddam, Member, IEEE, Joshua Marshall, Senior Member, IEEE, Ali Etemad, Senior Member, IEEE Abstract—Hand pose estimation (HPE) can be used for ...
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Multi view region adaptive multi temporal DMM and RGB action recognition
... Human action recognition remains an important yet challenging ...novel action recognition sys- tem. It uses a novel multi-view region-adaptive multi-resolution-in-time depth motion map ...
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Dynamic Voting in Multi-view Learning for Radiomics Applications
... a multi-view learning task and that multi-view learning techniques are generally more ...of multi-view learning methods based on Multiple Classifier Systems where one classifier ...
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Inducing Semantic Micro Clusters from Deep Multi View Representations of Novels
... each view which reconstruct their respective view-specific input ...from view v 1 , e t v1 , we construct a set of 10 ‘negative inputs’{e n v1 1 , ...encoding view v 1 to reconstruct the input ...
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Bridging linguistic typology and multilingual machine translation with multi-view language representations
... 10 Conclusion We compute multi-view language representations with SVCCA using two sources: KB and NMT- learned vectors. With a typological feature predic- tion task and the inference of phylogenetic ...
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Multi-view latent variable discriminative models for action recognition
... human action recognition tasks involve data that can be factorized into multiple views such as body postures and hand ...the action. We present multi-view latent variable discrimina- tive ...
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Workshop Report 08w5070 Multi-View and Geometry Processing for 3D Cinematography
... from Multi-View Stereo and Bundle Adjustment Presented by Yasutaka Furukawa, University of Illinois at Urbana-Champaign The advent of high- resolution digital cameras and sophisticated ...
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Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval
... Generally, 3D shape retrieval methods could be coarsely divided into two categories: model-based methods and view- based ...raw 3D representations of ob- jects, such as polygon meshed (Xie et ...
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Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty
... on multi-view networks, which bridges two different strands in the research ...of multi-view networks; the sec- ond explores algorithms for semi-supervised graph learning (see Related Work, ...
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Automatic 3D lane marking reconstruction using multi-view aerial imagery
... mapping applications during disasters, mass events and traffic monitoring scenarios, the German Aerospace Center (DLR) has developed a new optical sensor system– the 4k system– operated on a helicopter from ...
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Fusion of Multi-View and Multi-Scale Aerial Imagery for Real-Time Situation Awareness Applications
... Orientation, 3D Reconstruction, Fusion, Multi-scale, Multi-view ABSTRACT: Manned aircraft has long been used for capturing large-scale aerial images, yet the high costs and weather dependence ...
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Pragmatic Mathematics: Representations of Thought and Action
... over extensive timelines. Recognised procedures will be encountered not as the final outcome of mathematical understanding, but as the components of an intellectual toolbox for the conduct of investigations. A pragmatic ...
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3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation
... • The volumetric grid is a sub-volume of the voxelized 3D representation of the scene. Each sub-volume is centered around a specific x-y location at a size of 31 x 31 x 62 voxels, with a voxel size of 4.8 cm. • ...
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3D representations of amino acids—applications to protein sequence comparison and classification
... as 3D vectors improves the decoding of their ...in 3D space, which we refer to as the 3D trace of the protein ...of 3D traces of proteins for five proteins belonging to three different struc- ...
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