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检索条件"任意字段=29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016"
90 条 记 录,以下是21-30 订阅
排序:
ER3: A Unified Framework for Event Retrieval, recognition and Recounting  30
ER3: A Unified Framework for Event Retrieval, Recognition an...
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Gao, Zhanning Hua, Gang Zhang, Dongqing Jojic, Nebojsa Wang, Le Xue, Jianru Zheng, Nanning Xi An Jiao Tong Univ Inst Artificial Intelligence & Robot Xian Shaanxi Peoples R China Microsoft Res Redmond WA USA
We develop a unified framework for complex event retrieval, recognition and recounting. the framework is based on a compact video representation that exploits the temporal correlations in image features. Our feature a... 详细信息
来源: 评论
A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning  30
A Gift from Knowledge Distillation: Fast Optimization, Netwo...
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Yim, Junho Joo, Donggyu Bae, Jihoon Kim, Junmo Korea Adv Inst Sci & Technol Sch Elect Engn Daejeon South Korea Elect & Telecommun Res Inst Daejeon South Korea
We introduce a novel technique for knowledge transfer, where knowledge from a pretrained deep neural network (DNN) is distilled and transferred to another DNN. As the DNN maps from the input space to the output space ... 详细信息
来源: 评论
A Low Power, Fully Event-Based Gesture recognition System  30
A Low Power, Fully Event-Based Gesture Recognition System
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Amir, Arnon Taba, Brian Berg, David Melano, Timothy McKinstry, Jeffrey Di Nolfo, Carmelo Nayak, Tapan Andreopoulos, Alexander Garreau, Guillaume Mendoza, Marcela Kusnitz, Jeff Debole, Michael Esser, Steve Delbruck, Tobi Flickner, Myron Modha, Dharmendra IBM Res Yorktown Hts NY 10598 USA Univ Calif San Diego San Diego CA USA UZH ETH Zurich Zurich Switzerland IniLabs GmbH Zurich Switzerland
We present the first gesture recognition system implemented end-to-end on event-based hardware, using a TrueNorth neurosynaptic processor to recognize hand gestures in real-time at low power from events streamed live ... 详细信息
来源: 评论
Instance-aware Image and Sentence Matching with Selective Multimodal LSTM  30
Instance-aware Image and Sentence Matching with Selective Mu...
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Huang, Yan Wang, Wei Wang, Liang Natl Lab Pattern Recognit Ctr Res Intelligent Percept & Comp CRIPAC Beijing Peoples R China Chinese Acad Sci CASIA Ctr Excellence Brain Sci & Intelligence Tech Inst Automat Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China
Effective image and sentence matching depends on how to well measure their global visual-semantic similarity. Based on the observation that such a global similarity arises from a complex aggregation of multiple local ... 详细信息
来源: 评论
A Novel Tensor-based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors  30
A Novel Tensor-based Video Rain Streaks Removal Approach via...
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Jiang, Tai-Xiang Huang, Ting-Zhu Zhao, Xi-Le Deng, Liang-Jian Wang, Yao Univ Elect Sci & Technol China Sch Math Sci Chengdu Sichuan Peoples R China Xi An Jiao Tong Univ Sch Math & Stat Xian Shaanxi Peoples R China
Rain streaks removal is an important issue of the outdoor vision system and has been recently investigated extensively. In this paper, we propose a novel tensor based video rain streaks removal approach by fully consi... 详细信息
来源: 评论
A Deep Regression Architecture with Two-Stage Re-initialization for High Performance Facial Landmark Detection  30
A Deep Regression Architecture with Two-Stage Re-initializat...
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Lv, Jiangjing Shao, Xiaohu Xing, Junliang Cheng, Cheng Zhou, Xi Chinese Acad Sci Chongqing Inst Green & Intelligent Technol Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China Chinese Acad Sci Inst Automat Beijing Peoples R China
Regression based facial landmark detection methods usually learns a series of regression functions to update the landmark positions from an initial estimation. Most of existing approaches focus on learning effective m... 详细信息
来源: 评论
Spatiotemporal Pyramid Network for Video Action recognition  30
Spatiotemporal Pyramid Network for Video Action Recognition
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Wang, Yunbo Long, Mingsheng Wang, Jianmin Yu, Philip S. Tsinghua Univ MOE KLiss Beijing Peoples R China Tsinghua Univ TNList Beijing Peoples R China Tsinghua Univ NEL BDSS Beijing Peoples R China Tsinghua Univ Sch Software Beijing Peoples R China Univ Illinois Chicago IL 60680 USA
Two-stream convolutional networks have shown strong performance in video action recognition tasks. the key idea is to learn spatiotemporal features by fusing convolutional networks spatially and temporally. However, i... 详细信息
来源: 评论
Binarized Mode Seeking for Scalable Visual pattern Discovery  30
Binarized Mode Seeking for Scalable Visual Pattern Discovery
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Zhang, Wei Cao, Xiaochun Wang, Rui Guo, Yuanfang Chen, Zhineng Chinese Acad Sci Inst Informat Engn SKLOIS Beijing Peoples R China Univ Chinese Acad Sci Sch Cyber Secur Beijing Peoples R China Chinese Acad Sci Inst Automat Beijing Peoples R China
this paper studies visual pattern discovery in large-scale image collections via binarized mode seeking, where images can only be represented as binary codes for efficient storage and computation. We address this prob... 详细信息
来源: 评论
See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-based Person Re-identification  30
See the Forest for the Trees: Joint Spatial and Temporal Rec...
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Zhou, Zhen Huang, Yan Wang, Wei Wang, Liang Tan, Tieniu Natl Lab Pattern Recognit NLPR Ctr Res Intelligent Percept & Comp CRIPAC Beijing Peoples R China Chinese Acad Sci CASIA Inst Automat Ctr Excellence Brain Sci & Intelligence Technol C Beijing Peoples R China Univ Chinese Acad Sci UCAS Beijing Peoples R China
Surveillance cameras have been widely used in different scenes. Accordingly, a demanding need is to recognize a person under different cameras, which is called person re-identification. this topic has gained increasin... 详细信息
来源: 评论
Weighted-Entropy-based Quantization for Deep Neural Networks  30
Weighted-Entropy-based Quantization for Deep Neural Networks
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30th ieee/CVF conference on computer vision and pattern recognition (cvpr)
作者: Park, Eunhyeok Ahn, Junwhan Yoo, Sungjoo Seoul Natl Univ Comp & Memory Architecture Lab Seoul South Korea Seoul Natl Univ Design Automat Lab Seoul South Korea
Quantization is considered as one of the most effective methods to optimize the inference cost of neural network models for their deployment to mobile and embedded systems, which have tight resource constraints. In su... 详细信息
来源: 评论