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检索条件"任意字段=IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops"
8962 条 记 录,以下是571-580 订阅
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MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results
MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and...
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Zhu, Qingpeng Sun, Wenxiu Dai, Yuekun Li, Chongyi Zhou, Shangchen Feng, Ruicheng Sun, Qianhui Loy, Chen Change Gu, Jinwei Yu, Yi Huang, Yangke Zhang, Kang Chen, Meiya Wang, Yu Li, Yongchao Jiang, Hao Muduli, Amrit Kumar Kumar, Vikash Swami, Kunal Bajpai, Pankaj Kumar Ma, Yunchao Xiao, Jiaojun Ling, Zhi SenseTime Research and Tetras.AI Nanyang Technological University Singapore SenseBrain Mgtv China Xiaomi Inc. China Samsung R & D Institute India - Bangalore India
Depth completion from RGB images and sparse Time-of-Flight (ToF) measurements is an important problem in computer vision and robotics. While traditional methods for depth completion have relied on stereo vision or str... 详细信息
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Systematic Architectural Design of Scale Transformed Attention Condenser DNNs via Multi-Scale Class Representational Response Similarity Analysis
Systematic Architectural Design of Scale Transformed Attenti...
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Hryniowski, Andrew Wong, Alexander Vision and Image Processing Research Group University of Waterloo Canada Waterloo Artificial Intelligence Institute WaterlooON Canada DarwinAI Corp. WaterlooON Canada
Self-attention mechanisms are commonly included in a convolutional neural networks to achieve an improved efficiency performance balance. However, adding self-attention mechanisms adds additional hyperparameters to tu... 详细信息
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Unsupervised Automatic Defect Inspection based on Image Matching and Local One-class Classification
Unsupervised Automatic Defect Inspection based on Image Matc...
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Lv, Chengkan Zhang, Zhengtao Shen, Fei Zhang, Feng Institute of Automation Chinese Academy of Sciences Beijing China University of Chinese Academy of Sciences The School of Artificial Intelligence Beijing China CASI Vision Technology Co. Ltd. Luoyang China
In this paper, an unsupervised defect inspection method based on anomaly detection is proposed to inspect various kinds of surface defects in the field of industrial production. This method consists of two modules: (i... 详细信息
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Lost in Compression: the Impact of Lossy Image Compression on Variable Size Object Detection within Infrared Imagery
Lost in Compression: the Impact of Lossy Image Compression o...
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ieee/CVF conference on computer vision and pattern recognition (CVPR)
作者: Bhowmik, Neelanjan Barker, Jack W. Gaus, Yona Falinie A. Breckon, Toby P. Univ Durham Dept Comp Sci Durham England Univ Durham Dept Engn Durham England
Lossy image compression strategies allow for more efficient storage and transmission of data by encoding data to a reduced form. This is essential enable training with larger datasets on less storage-equipped environm... 详细信息
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Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose Encoding
Mushroom Segmentation and 3D Pose Estimation from Point Clou...
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Retsinas, George Efthymiou, Niki Maragos, Petros National Technical University of Athens School of Electrical and Computer Engineering Greece
Modern agricultural applications rely more and more on deep learning solutions. However, training well-performing deep networks requires a large amount of annotated data that may not be available and in the case of 3D... 详细信息
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A Data-Driven Approach based on Dynamic Mode Decomposition for Efficient Encoding of Dynamic Light Fields
A Data-Driven Approach based on Dynamic Mode Decomposition f...
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Ravishankar, Joshitha Khaidem, Sally Sharma, Mansi Indian Institute of Technology Madras Department of Electrical Engineering India Amrita Vishwa Vidyapeetham Amrita School of Computing Department of Computer Science and Engineering Coimbatore India
Dynamic light fields provide a richer, more realistic 3D representation of a moving scene. However, this leads to higher data rates since excess storage and transmission requirements are needed. We propose a novel app... 详细信息
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Self-Supervised Video Similarity Learning
Self-Supervised Video Similarity Learning
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Kordopatis-Zilos, Giorgos Tolias, Giorgos Tzelepis, Christos Kompatsiaris, Ioannis Patras, Ioannis Papadopoulos, Symeon Czech Technical University VRG FEE Prague Czech Republic Queen Mary University London United Kingdom Information Technologies Institute CERTH Greece
We introduce S2VS, a video similarity learning approach with self-supervision. Self-Supervised Learning (SSL) is typically used to train deep models on a proxy task so as to have strong transferability on target tasks... 详细信息
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Deep Convolutional Sparse Coding Networks for Interpretable Image Fusion
Deep Convolutional Sparse Coding Networks for Interpretable ...
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Zhao, Zixiang Zhang, Jiangshe Bai, Haowen Wang, Yicheng Cui, Yukun Deng, Lilun Sun, Kai Zhang, Chunxia Liu, Junmin Xu, Shuang Xi'an Jiaotong University China Eth Zurich Computer Vision Lab Switzerland Research and Development Institute Northwestern Polytechnical University in Shenzhen China Northwestern Polytechnical University China The University of Melbourne Australia
Image fusion is a significant problem in many fields including digital photography, computational imaging and remote sensing, to name but a few. Recently, deep learning has emerged as an important tool for image fusio... 详细信息
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Towards Real-Time 4K Image Super-Resolution
Towards Real-Time 4K Image Super-Resolution
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Zamfir, Eduard Conde, Marcos V. Timofte, Radu University of Würzburg Computer Vision Lab Caidas Ifi Germany
Over the past few years, high-definition videos and images in 720p (HD), 1080p (FHD), and 4K (UHD) resolution have become standard. While higher resolutions offer improved visual quality for users, they pose a signifi... 详细信息
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OpenFed: A Comprehensive and Versatile Open-Source Federated Learning Framework
OpenFed: A Comprehensive and Versatile Open-Source Federated...
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2023 ieee/CVF conference on computer vision and pattern recognition workshops, CVPRW 2023
作者: Chen, Dengsheng Tan, Vince Junkai Lu, Zhilin Wu, Enhua Hu, Jie Meituan China Bytedance Inc. China Tsinghua University China University of Macau China State Key Lab of Computer Science Iscas China University of Chinese Academy of Sciences China
Recent developments in Artificial Intelligence techniques have enabled their successful application across a spectrum of commercial and industrial settings. However, these techniques require large volumes of data to b... 详细信息
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