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检索条件"任意字段=2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2013"
4491 条 记 录,以下是71-80 订阅
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A case for using rotation invariant features in state of the art feature matchers
A case for using rotation invariant features in state of the...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Bokman, Georg Kahl, Fredrik Chalmers Univ Technol Gothenburg Sweden
The aim of this paper is to demonstrate that a state of the art feature matcher (LoFTR) can be made more robust to rotations by simply replacing the backbone CNN with a steerable CNN which is equivariant to translatio... 详细信息
来源: 评论
On Disentanglement and Mutual Information in Semi-Supervised Variational Auto-Encoders
On Disentanglement and Mutual Information in Semi-Supervised...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Gordon Rodriguez, Elliott Columbia Univ Dept Stat New York NY 10027 USA
In the context of variational auto-encoders, learning disentangled latent variable representations remains a challenging problem. In this abstract, we consider the semi-supervised setting, in which the factors of vari... 详细信息
来源: 评论
Rethinking the Self-Attention in vision Transformers
Rethinking the Self-Attention in Vision Transformers
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Kim, Kyungmin Wu, Bichen Dai, Xiaoliang Zhang, Peizhao Yan, Zhicheng Vajda, Peter Kim, Seon Yonsei Univ Seoul South Korea Facebook Menlo Pk CA 94025 USA
Self-attention is a corner stone for transformer models. However, our analysis shows that self-attention in vision transformer inference is extremely sparse. When applying a sparsity constraint, our experiments on ima... 详细信息
来源: 评论
Addressing System-Level Optimization with OpenVX Graphs
Addressing System-Level Optimization with OpenVX Graphs
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27th ieee conference on computer vision and pattern recognition (CVPR)
作者: Rainey, Erik Villarreal, Jesse Dedeoglu, Goksel Pulli, Kari Lepley, Thierry Brill, Frank Texas Instruments Inc Dallas TX 75265 USA LLC PercepTon Dallas TX 75265 USA NVIDIA Santa Clara CA 95050 USA
During the performance optimization of a computer vision system, developers frequently run into platform-level inefficiencies and bottlenecks that can not be addressed by traditional methods. OpenVX is designed to add... 详细信息
来源: 评论
Improved Cooperative Stereo Matching for Dynamic vision Sensors with Ground Truth Evaluation  30
Improved Cooperative Stereo Matching for Dynamic Vision Sens...
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30th ieee/CVF conference on computer vision and pattern recognition workshops (cvprw)
作者: Piatkowska, Ewa Kogler, Juergen Belbachir, Ahmed Nabil Gelautz, Margrit AIT Vienna Austria Vienna Univ Technol Vienna Austria Teknova AS Grimstad Norway
Event-based vision, as realized by bio-inspired Dynamic vision Sensors (DVS), is gaining more and more popularity due to its advantages of high temporal resolution, wide dynamic range and power efficiency at the same ... 详细信息
来源: 评论
Fast Target recognition on Mobile Devices: Revisiting Gaussian Elimination for the the Estimation of Planar Homographies
Fast Target Recognition on Mobile Devices: Revisiting Gaussi...
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27th ieee conference on computer vision and pattern recognition (CVPR)
作者: Bilaniuk, Olexa Bazargani, Hamid Laganiere, Robert Univ Ottawa Sch EECS Ottawa ON K1N 6N5 Canada
This work analyzes the problem of homography estimation for robust target matching in the context of real-time mobile vision. We present a device-friendly implementation of the Gaussian Elimination algorithm and show ... 详细信息
来源: 评论
Ground Truth Evaluation for Event-Based Silicon Retina Stereo Data
Ground Truth Evaluation for Event-Based Silicon Retina Stere...
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26th ieee conference on computer vision and pattern recognition (CVPR)
作者: Kogler, Juergen Eibensteiner, Florian Humenberger, Martin Gelautz, Margrit Scharinger, Josef AIT Austrian Inst Technol GmbH Donau City Str 1 A-1220 Vienna Austria Upper Austria Univ Appl Sci A-4232 Hagenberg Austria Vienna Univ Technol A-1040 Vienna Austria Johannes Kepler Univ Linz A-4040 Linz Austria
In this paper we present a new approach for the evaluation of event-based Silicon Retina stereo matching results. The evaluation of stereo matching algorithm results is a necessary task for the development, comparison... 详细信息
来源: 评论
Bridging the Gap Between Automated and Human Facial Emotion Perception
Bridging the Gap Between Automated and Human Facial Emotion ...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Stratton, Derek Hand, Emily Univ Nevada Reno Reno NV 89557 USA
Understanding the complex relationship between emotions and facial expressions is important for both psychologists and computer scientists. A large body of research in psychology investigates facial expressions, emoti... 详细信息
来源: 评论
Importance is in your attention: agent importance prediction for autonomous driving
Importance is in your attention: agent importance prediction...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Hazard, Christopher Bhagat, Akshay Buddharaju, Balarama Raju Liu, Zhongtao Shao, Yunming Lu, Lu Omari, Sammy Cui, Henggang Motional Boston MA 02210 USA
Trajectory prediction is an important task in autonomous driving. State-of-the-art trajectory prediction models often use attention mechanisms to model the interaction between agents. In this paper, we show that the a... 详细信息
来源: 评论
Road detection with EOSResUNet and post vectorizing algorithm  31
Road detection with EOSResUNet and post vectorizing algorith...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Filin, Oleksandr Zapara, Anton Panchenko, Serhii EOS Data Analyt Menlo Pk CA 94027 USA
Object recognition on the satellite images is one of the most relevant and popular topics in the problem of pattern recognition. This was facilitated by many factors, such as a high number of satellites with high-reso... 详细信息
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