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检索条件"主题词=Multidimensional signal processing"
1055 条 记 录,以下是31-40 订阅
排序:
HUNIS: High-Performance Unsupervised Nuclei Instance Segmentation  14
HUNIS: High-Performance Unsupervised Nuclei Instance Segment...
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Magoulianitis, Vasileios Yang, Yijing Kuo, C-C Jay Univ Southern Calif Ming Hsieh Dept Elect & Comp Engn Los Angeles CA 90007 USA
A high-performance unsupervised nuclei instance segmentation (HUNIS) method is proposed in this work. HUNIS consists of two-stage block-wise operations. The first stage includes: 1) adaptive thresholding of pixel inte... 详细信息
来源: 评论
Monocular Weakly-Supervised Camera-Relative 3D Human Pose Estimation  14
Monocular Weakly-Supervised Camera-Relative 3D Human Pose Es...
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Christidis, Anestis Papaioannidis, Christos Pitas, Ioannis Aristotle Univ Thessaloniki Dept Informat Thessaloniki Greece
This paper presents a 3D human pose estimation framework based on Deep Neural Networks (DNNs). It builds upon existing weakly-supervised methods that predict 2D-3D correspondences and improves them by introducing a ge... 详细信息
来源: 评论
Federated Dictionary Learning from Non-IID Data  14
Federated Dictionary Learning from Non-IID Data
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Gkillas, Alexandros Ampeliotis, Dimitris Berberidis, Kostas Univ Patras Dept Comp Engn & Informat Patras Greece Ionian Univ Dept Digital Media & Commun Argostoli Greece
The problem of learning a common dictionary by following a federated learning framework, in a network where each edge user may have statistically different data, is considered. In such a challenging setting, the Feder... 详细信息
来源: 评论
Novel View Synthesis for Sparse RGB-D camera networks  14
Novel View Synthesis for Sparse RGB-D camera networks
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Anh Minh Truong Philips, Wilfried Deligiannis, Nikos TELIN IPI Ghent Univ Imec St Pietersnieuwstr 41 B-9000 Ghent Belgium Vrije Univ Brussel ETRO Dept Imec Pl Laan 2 B-1050 Brussels Belgium
This paper presents a novel method for view synthesis from sparse neighboring views based on RGB-D images. However, distortion and misalignment can occur in the warped images from neighboring viewpoints to the target ... 详细信息
来源: 评论
SinGAN-3D: towards unconditioned 3D shapes generation  14
SinGAN-3D: towards unconditioned 3D shapes generation
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Sambugaro, Zeno Merlin, Marco Conci, Nicola Univ Trento Trento TN Italy
We present SinGAN-3D, a variation of the deep neural network architecture presented originally by SinGAN, for the generation of 3D contents, starting from a single threedimensional voxelized model. Our network uses a ... 详细信息
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Virtual validation of a multi-object tracker with intercamera tracking for automotive fisheye based surround view systems  14
Virtual validation of a multi-object tracker with intercamer...
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Delgado, Guillem Garcia, Mikel Nieto, Marcos Iniguez de Gordoa, Jon Ander Perez, Cristina Pujol, David Jevtic, Aleksandar Vicomtech Fdn Basque Res & Technol Alliance BRTA Mikeletegi 57 Donostia San Sebastian 20009 Spain FICOSA Poligon Ind Can Mitjans Viladecavalls 08232 Spain
Surround view systems are becoming more and more important in Autonomous Driving and Advanced Driver Assistance Systems where multiple perception tasks have been developed in order to solve the needs in this field. Ho... 详细信息
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Efficient Hyperspectral Reconstruction from RGB Images with Line-Pixel Deconvolution  14
Efficient Hyperspectral Reconstruction from RGB Images with ...
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Ng, Pai Chet Verdie, Yannick Lu, Juwei Plataniotis, Konstantinos N. Univ Toronto Dept Elect & Comp Engn Toronto ON Canada Huawei Noahs Ark Lab Hong Kong Peoples R China
This paper presents an efficient learning-based model to reconstruct hyperspectral cubes from RGB images. While several deep learning models have been developed for the hyperspectral reconstruction problem, the expens... 详细信息
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A cooperative LiDAR-camera scheme for extrinsic calibration  14
A cooperative LiDAR-camera scheme for extrinsic calibration
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Zamanakos, Georgios Tsochatzidis, Lazaros Amanatiadis, Angelos Pratikakis, Ioannis Democritus Univ Thrace Dept Elect & Comp Engn Xanthi 67100 Greece Democritus Univ Thrace Dept Prod & Management Engn Xanthi 67100 Greece
In this paper, a method for LiDAR-camera extrinsic calibration from multiple static scenes is proposed, using a simple design for calibration target with an ArUco marker. Towards this end, a novel LiDAR-camera coopera... 详细信息
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IMAGE DRIVEN OPTIMAL PERSONALIZED ROUTE RECOMMENDATION  14
IMAGE DRIVEN OPTIMAL PERSONALIZED ROUTE RECOMMENDATION
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Sarridis, Ioannis Karantaidis, Georgios Kotropoulos, Constantine Aristotle Univ Thessaloniki Dept Informat Thessaloniki 54124 Greece
Optimal path recommendation relies on a trade-off between the route distance and the places of interest (POIs) present in the route, taking into account their number and their value. Here, a novel framework for person... 详细信息
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Attribute-based Gesture Recognition: Generalization to Unseen Classes  14
Attribute-based Gesture Recognition: Generalization to Unsee...
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14th IEEE Image, Video, and multidimensional signal processing Workshop (IVMSP)
作者: Retsinas, George Filntisis, Panagiotis Paraskevas Kardaris, Nikos Maragos, Petros Natl Tech Univ Athens Sch Elect & Comp Engn GR-15773 Athens Greece
In this paper, we present a hand pose based gesture representation that can effectively classify both static and dynamic gestures. In contrast to resource and data intensive deep learning models, we postulate that han... 详细信息
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