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检索条件"任意字段=1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 1992"
6449 条 记 录,以下是421-430 订阅
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SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution
SMM-Conv: Scalar Matrix Multiplication with Zero Packing for...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Ofir, Amir Ben-Artzi, Gil Ariel Univ Ariel Israel
We present a novel approach for accelerating convolutions during inference for CPU-based architectures. The most common method of computation involves packing the image into the columns of a matrix (im2col) and perfor... 详细信息
来源: 评论
Localization in urban environments: monocular vision compared to a differential GPS sensor
Localization in urban environments: monocular vision compare...
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conference on computer vision and pattern recognition
作者: Royer, E Lhuillier, M Dhome, M Chateau, T CNRS LASMEA UMR6602 F-63177 Clermont Ferrand France
In this paper we present a method for computing the localization of a mobile robot with reference to a learning video sequence. The robot is first guided on a path by a human, while the camera records a monocular lear... 详细信息
来源: 评论
SkipPLUS: Skip the First Few Layers to Better Explain vision Transformers
SkipPLUS: Skip the First Few Layers to Better Explain Vision...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Mehri, Faridoun Fayyaz, Mohsen Baghshah, Mahdieh Soleymani Pilehvar, Mohammad Taher Sharif Univ Technol Tehran Iran Univ Tehran Tehran Iran Cardiff Univ Cardiff Wales
Despite their remarkable performance, the explainability of vision Transformers (ViTs) remains a challenge. While forward attention-based token attribution techniques have become popular in text processing, their suit... 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
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
Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis
Revisiting The Evaluation of Class Activation Mapping for Ex...
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ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Poppi, Samuele Cornia, Marcella Baraldi, Lorenzo Cucchiara, Rita Univ Modena & Reggio Emilia Modena Italy
As the request for deep learning solutions increases, the need for explainability is even more fundamental. In this setting, particular attention has been given to visualization techniques, that try to attribute the r... 详细信息
来源: 评论
Sparklevision: Seeing the World through Random Specular Microfacets
SparkleVision: Seeing the World through Random Specular Micr...
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ieee conference on computer vision and pattern recognition (cvpr)
作者: Zhang, Zhengdong Isola, Phillip Adelson, Edward H. MIT Cambridge MA 02139 USA
In this paper, we study the problem of reproducing the light from a single image of an object covered with random specular microfacets on the surface. We show that such reflectors can be interpreted as a randomized ma... 详细信息
来源: 评论
A band-weighted landuse classification method for multispectral images
A band-weighted landuse classification method for multispect...
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conference on computer vision and pattern recognition
作者: Pan, CH Wu, G Prinet, V Yang, Q Ma, SD Chinese Acad Sci Inst Automat Natl Lab Pattern Recognit Beijing 100864 Peoples R China
Landuse classification is an important problem in the remote sensing field. It can be used in a wide range of applications. In this paper we propose a hybrid method fusing edges and regions information for the landuse... 详细信息
来源: 评论
Translation Symmetry Detection: A Repetitive pattern Analysis Approach
Translation Symmetry Detection: A Repetitive Pattern Analysi...
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26th ieee conference on computer vision and pattern recognition (cvpr)
作者: Cai, Yunliang Baciu, George Hong Kong Polytech Univ Dept Comp GAMA Lab Hong Kong Hong Kong Peoples R China
Translation symmetry is one of the most important pattern characteristics in natural and man-made environments. Detecting translation symmetry is a grand challenge in computer vision. This has a large spectrum of real... 详细信息
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Well-behaved, tunable 3D-affine invariants
Well-behaved, tunable 3D-affine invariants
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1998 ieee computer-society conference on computer vision and pattern recognition
作者: Rigoutsos, I IBM Corp Thomas J Watson Res Ctr Computat Biol Ctr Bioinformat & Pattern Discovery Yorktown Heights NY 10598 USA
We derive and discuss a set of parametric equations which, when given a convex 3D feature domain, K, will generate affine invariants with the property that the invariants' values are uniformly distributed in the r... 详细信息
来源: 评论