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检索条件"任意字段=2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020"
3313 条 记 录,以下是721-730 订阅
排序:
Towards Domain-Specific Explainable AI: Model Interpretation of a Skin Image Classifier using a Human Approach
Towards Domain-Specific Explainable AI: Model Interpretation...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Stieler, Fabian Rabe, Fabian Bauer, Bernhard Univ Augsburg Augsburg Germany
Machine Learning models have started to outperform medical experts in some classification tasks. Meanwhile, the question of how these classifiers produce certain results is attracting increasing research attention. Cu... 详细信息
来源: 评论
Robust and Online Vehicle Counting at Crowded Intersections
Robust and Online Vehicle Counting at Crowded Intersections
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Lu, Jincheng Xia, Meng Gao, Xu Yang, Xipeng Tao, Tianran Meng, Hao Zhang, Wei Tan, Xiao Shi, Yifeng Li, Guanbin Ding, Errui
In this paper, we propose an online movement-specific vehicle counting system to realize robust traffic flow analysis at crowded intersections. Our proposed framework adopts PP-YOLO as the vehicle detector and adapts ... 详细信息
来源: 评论
Live Demonstration: Incremental Motion Estimation for Event-based Cameras by Dispersion Minimisation
Live Demonstration: Incremental Motion Estimation for Event-...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Nunes, Urbano Miguel Demiris, Yiannis Imperial Coll London Personal Robot Lab London England
Live demonstration setup. (Left) The setup consists of a DAVIS346B event camera connected to a standard consumer laptop and undergoes some motion. (Right) The motion estimates are plotted in red and, for rotation-like... 详细信息
来源: 评论
Scalable and Explainable Outfit Generation
Scalable and Explainable Outfit Generation
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Lorbert, Alexander Neiman, David Poznanski, Arik Oks, Eduard Davis, Larry Amazon Seattle WA 98109 USA
We present an end-to-end system for learning outfit recommendations. The core problem we address is how a customer can receive clothing/accessory recommendations based on a current outfit and what type of item the cus... 详细信息
来源: 评论
MDMMT: Multidomain Multimodal Transformer for Video Retrieval
MDMMT: Multidomain Multimodal Transformer for Video Retrieva...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Dzabraev, Maksim Kalashnikov, Maksim Komkov, Stepan Petiushko, Aleksandr Lomonosov Moscow State Univ Moscow Russia Huawei Moscow Res Ctr Moscow Russia
We present a new state-of-the-art on the text-to-video retrieval task on MSRVTT and LSMDC benchmarks where our model outperforms all previous solutions by a large margin. Moreover, state-of-the-art results are achieve... 详细信息
来源: 评论
Event-based spacecraft landing using time-to-contact
Event-based spacecraft landing using time-to-contact
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Sikorski, Olaf Izzo, Dario Meoni, Gabriele European Space Technol Ctr Adv Concepts Team Keplerlaan 1 NL-2201 AZ Noordwijk Netherlands
We study event-based sensors in the context of spacecraft guidance and control during a descent on Moon-like terrains. For this purpose, we develop a simulator reproducing the event-based camera outputs when exposed t... 详细信息
来源: 评论
Training Rare Object Detection in Satellite Imagery with Synthetic GAN Images
Training Rare Object Detection in Satellite Imagery with Syn...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Martinson, Eric Furlong, Bridget Gillies, Andy Soar Technol 3600 Green StSte 600 Ann Arbor MI 48105 USA
When creating a new labeled dataset, human analysts or data reductionists must review and annotate large numbers of images. This process is time consuming and a barrier to the deployment of new computer vision solutio... 详细信息
来源: 评论
ReMP: Rectified Metric Propagation for Few-Shot Learning
ReMP: Rectified Metric Propagation for Few-Shot Learning
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Zhao, Yang Li, Chunyuan Yu, Ping Chen, Changyou Univ Buffalo Buffalo NY 14260 USA Microsoft Res Redmond WA USA
Few-shot learning features the capability of generalizing from a few examples. In this paper, we first identify that a discriminative feature space, namely a rectified metric space, that is learned to maintain the met... 详细信息
来源: 评论
Three Gaps for Quantisation in Learned Image Compression
Three Gaps for Quantisation in Learned Image Compression
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Pan, Shi Finlay, Chris Besenbruch, Chri Knottenbelt, William Imperial Coll London Dept Comp London England DeepRender London England
Learned lossy image compression has demonstrated impressive progress via end-to-end neural network training. However, this end-to-end training belies the fact that lossy compression is inherently not differentiable, d... 详细信息
来源: 评论
Perceptual Image Compression using Relativistic Average Least Squares GANs
Perceptual Image Compression using Relativistic Average Leas...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Cheng, Zhengxue Fu, Ting Hu, Jiapeng Guo, Li Wang, Shihao Zhao, Xiongxin Zhou, Dajiang Song, Yang Ant Grp Hangzhou Peoples R China
In this work, we provide a detailed description on our submitted methods ANTxNN and ANTxNN SSIM to Workshop and Challenge on Learned Image Compression (CLIC) 2021. We propose to incorporate Relativistic average Least ... 详细信息
来源: 评论