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检索条件"任意字段=2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021"
3855 条 记 录,以下是21-30 订阅
排序:
Tilted Cross-Entropy (TCE): Promoting Fairness in Semantic Segmentation
Tilted Cross-Entropy (TCE): Promoting Fairness in Semantic S...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Szabo, Attila Jamali-Rad, Hadi Mannava, Siva-Datta Shell Global Solut Int BV Amsterdam Netherlands Delft Univ Technol TU Delft Delft Netherlands
Traditional empirical risk minimization (ERM) for semantic segmentation can disproportionately advantage or disadvantage certain target classes in favor of an (unfair but) improved overall performance. Inspired by the... 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
Fast Solvers for Minimal Radial Distortion Relative Pose Problems
Fast Solvers for Minimal Radial Distortion Relative Pose Pro...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Oskarsson, Magnus Lund Univ Ctr Math Sci Lund Sweden
In this paper we present a unified formulation for a large class of relative pose problems with radial distortion and varying calibration. For minimal cases, we show that one can eliminate the number of parameters dow... 详细信息
来源: 评论
Pixel-Guided Dual-Branch Attention Network for Joint Image Deblurring and Super-Resolution
Pixel-Guided Dual-Branch Attention Network for Joint Image D...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Xi, Si Wei, Jia Zhang, Weidong Netease Games AI Lab Hangzhou Peoples R China
Image deblurring and super-resolution (SR) are computer vision tasks aiming to restore image detail and spatial scale, respectively. Besides, only a few recent works of literature contribute to this task, as conventio... 详细信息
来源: 评论
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Clas...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Conde, Marcos, V Turgutlu, Kerem Univ Valladolid Valladolid Spain Adobe Mountain View CA USA
Existing computer vision research in artwork struggles with artwork's fine-grained attributes recognition and lack of curated annotated datasets due to their costly creation. In this work, we use CLIP (Contrastive... 详细信息
来源: 评论
BCNN: A Binary CNNWith All Matrix Ops Quantized To 1 Bit Precision
BCNN: A Binary CNNWith All Matrix Ops Quantized To 1 Bit Pre...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Redfern, Arthur J. Zhu, Lijun Newquist, Molly K. Texas Instruments Inc 12500 TI Blvd Dallas TX 75243 USA Georgia Inst Technol North Ave NW Atlanta GA 30332 USA
This paper describes a CNN where all CNN style 2D convolution operations that lower to matrix matrix multiplication are fully binary. The network is derived from a common building block structure that is consistent wi... 详细信息
来源: 评论
Line Art Colorization with Concatenated Spatial Attention
Line Art Colorization with Concatenated Spatial Attention
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Yuan, Mingcheng Simo-Serra, Edgar Waseda Univ Tokyo Japan
Line art plays a fundamental role in illustration and design, and allows for iteratively polishing designs. However, as they lack color, they can have issues in conveying final designs. In this work, we propose an int... 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
Where are my clothes? A multi-level approach for evaluating deep instance segmentation architectures on fashion images
Where are my clothes? A multi-level approach for evaluating ...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Jouanneau, Warren Bugeau, Aurelie Palyart, Marc Papadakis, Nicolas Vezard, Laurent Univ Bordeaux LaBRI CNRS Bordeaux INP F-33400 Talence France Lectra F-33610 Cestas France Univ Bordeaux IMB CNRS Bordeaux INPUMR 5251 F-33400 Talence France
In this paper we present an extensive evaluation of instance segmentation in the context of images containing clothes. We propose a multi level evaluation that completes the classical overlapping criteria given by IoU... 详细信息
来源: 评论
Self Texture Transfer Networks for Low Bitrate Image Compression
Self Texture Transfer Networks for Low Bitrate Image Compres...
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ieee/cvf conference on computer vision and pattern recognition (CVPR)
作者: Iwai, Shoma Miyazaki, Tomo Sugaya, Yoshihiro Omachi, Shinichiro Tohoku Univ Grad Sch Engn Dept Commun Sendai Miyagi Japan
Lossy image compression causes a loss of texture, especially at low bitrate. To mitigate this problem, we propose a novel image compression method that utilizes a reference-based image super-resolution model. We use t... 详细信息
来源: 评论