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GLAD

Longhui Wei, Shiliang Zhang, Hantao Yao, Wen Gao, Qi Tian
2017 Proceedings of the 2017 ACM on Multimedia Conference - MM '17  
Targeting to solve these problems, this work proposes a Global-Local-Alignment Descriptor (GLAD) and an efficient indexing and retrieval framework, respectively.  ...  The huge variance of human pose and the misalignment of detected human images significantly increase the difficulty of person Re-Identification (Re-ID).  ...  GLOBAL-LOCAL-ALIGNMENT DESCRIPTOR The framework of GLAD extraction is summarized in Fig. 2 .  ... 
doi:10.1145/3123266.3123279 dblp:conf/mm/WeiZY0T17 fatcat:z63h634unngtpebaxuxmvy3y4y

Table of Contents

2019 IEEE transactions on multimedia  
Li 973 GLAD: Global-Local-Alignment Descriptor for Scalable Person Re-Identification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Image/Video/Graphics Analysis and Synthesis Joint CRF and Locality-Consistent Dictionary Learning for Semantic Segmentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .. . . . . . .  ... 
doi:10.1109/tmm.2019.2904597 fatcat:xptgvh44knfizl2tt3wsr4sgxe

Person re-identification with fusion of hand-crafted and deep pose-based body region features [article]

Jubin Johnson, Shunsuke Yasugi, Yoichi Sugino, Sugiri Pranata and Shengmei Shen
2018 arXiv   pre-print
Person re-identification (re-ID) aims to accurately re- trieve a person from a large-scale database of images cap- tured across multiple cameras.  ...  re-identification.  ...  A Global-Local Alignment Descriptor (GLAD) [37] does not directly align pedestrians, but rather detects key pose points and extracts local features from corresponding regions.  ... 
arXiv:1803.10630v1 fatcat:3fnnkry7qnamlng66kxpsg5jiy

AlignedReID: Surpassing Human-Level Performance in Person Re-Identification [article]

Xuan Zhang, Hao Luo, Xing Fan, Weilai Xiang, Yixiao Sun, Qiqi Xiao, Wei Jiang, Chi Zhang, Jian Sun
2018 arXiv   pre-print
Global feature learning benefits greatly from local feature learning, which performs an alignment/matching by calculating the shortest path between two sets of local features, without requiring extra supervision  ...  In this paper, we propose a novel method called AlignedReID that extracts a global feature which is jointly learned with local features.  ...  A Global-Local-Alignment Descriptor (GLAD) [37] does not directly align pedestrians, but rather detects key pose points and extracts local features from corresponding regions.  ... 
arXiv:1711.08184v2 fatcat:d22zbqrbrvhcdnbaa5w47ylza4

An End-to-End Foreground-Aware Network for Person Re-Identification [article]

Yiheng Liu, Wengang Zhou, Jianzhuang Liu, Guojun Qi, Qi Tian, Houqiang Li
2021 arXiv   pre-print
To this end, we propose an end-to-end foreground-aware network to discriminate foreground from background by learning a soft mask for person re-identification.  ...  Person re-identification is a crucial task of identifying pedestrians of interest across multiple surveillance camera views.  ...  Tian, “Glad: Global-local- “Pyramidal person re-identification via multi-loss dynamic training,” in alignment descriptor for pedestrian retrieval,” in Proceedings of the ACM Proceedings  ... 
arXiv:1910.11547v2 fatcat:nzpzaspm5vd5jjeqggknvez7mu

From Research to Innovation: Exploring the Translation Journey with OpenInnoTrain [article]

Anne-Laure Mention, Massimo Menichinelli
2021 Zenodo  
However, turning research outputs into novelties for the benefits of wider society seldom occurs spontaneously.  ...  habitats) and 3) democratize food processing by enhancing the digital capabilities of local producers and suppliers.  ...  This message will resonate as world leaders convene for the 2021 Food Systems Summit and develop an action framework for the UN Convention on Biological Diversity.  ... 
doi:10.5281/zenodo.5536932 fatcat:7pfwvjaznfagjgcapb2bm2zkuu

EMBnet.journal 18 Suppl. B

EMBnet Journal
2012 EMBnet journal  
Carlo Bernasconi and the Collegio Ghislieri in Pavia for their active support.  ...  As for local services, we found one Non-SP-only local processor.  ...  , search for patterns), visualize the workflow provenance or (re)schedule executions...  ... 
doi:10.14806/ej.18.b.592 fatcat:wlwsmbdlfzbjtk7vyhiabdov6q

Boosting Mobile CNN Inference through Semantic Memory [article]

Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu
2021 arXiv   pre-print
For the first time, we borrow and distill such a capability into a semantic memory design, namely SMTM, to improve on-device CNN inference.  ...  long-tail distribution of objects of interest, and further incorporates several novel techniques to put it into effects: (1) it encodes high-dimensional feature maps into low-dimensional, semantic vectors for  ...  Glad: [21] Andrew Howard, Andrey Zhmoginov, Liang-Chieh Chen, Mark Sandler, and Global-local-alignment descriptor for pedestrian retrieval.  ... 
arXiv:2112.02644v1 fatcat:gfyecsojvzgaxjgmlwihov26ju

Why Standardization Efforts Fail

Carl F. Cargill
2011 Journal of Electronic Publishing  
Preface For the past 38 years the international conference Translating and the Computer has been a leading and distinctive forum for academics, users, developers and vendors of computer aids for translators  ...  This year's conference continues the tradition of hosting quality speakers and panellists on a wide range of topics related to technology for translators and terminologists, as well as for interpreters  ...  Acknowledgments The authors wish to thank the anonymous reviewers for their helpful feedback.  ... 
doi:10.3998/3336451.0014.103 fatcat:dmw2l6nx5vaola6zjohsfggg7m

Guidelines for Data Management Plan implementation of One Health EJP projects

Mickele A.D. Francisco, Valérie De Waele
2019 Zenodo  
Innovation Data created for one research purpose may be re-invented or re-interpreted for future unrelated research.  ...  In other terms, Metadata are descriptors that facilitate cataloguing data and data discovery. Metadata is intended for reading by machines.  ...  Policies and provision for reuse & re-distribution examples  "The data gathered will use a copyrighted instrument for some questions.  ... 
doi:10.5281/zenodo.2572990 fatcat:zlxkkjfvs5aqtlmi2raghxhpde

20周年記念特別号
Vol. 19 Supplementary: 20th Anniversary Special Issue

2016 Nihon Gengo Tesuto Gakkaishi  
First, the CSAT introduced a listening test for the first time in the history of the national college entrance examination in Korea.  ...  Korea's College Scholastic Ability Test (CSAT) was introduced in 1993 as the official national college entrance examination for the academic year of 1994.  ...  Acknowledgment Sincere thanks goes to Sue Brookhart for her comments on a version of this chapter. All errors that remain are mine.  ... 
doi:10.20622/jltajournal.19.2_0 fatcat:ipt3up327ffiva5routfowzphm

D4.7- Guidelines for DMP implementation [article]

SVA
2021 Zenodo  
Innovation Data created for one research purpose may be re-invented or re-interpreted for future unrelated research.  ...  In other terms, Metadata are descriptors that facilitate cataloguing data and data discovery. Metadata is intended for reading by machines.  ...  Recommended best practice is to identify the related resource by means of a string conforming to a formal identification system.  ... 
doi:10.5281/zenodo.4897366 fatcat:dvt7iylg2nc25jzmmdttoq5pl4

An approach for pipelining nested collections in scientific workflows

Timothy M. McPhillips, Shawn Bowers
2005 SIGMOD record  
When you see these people, please thank them personally for their role in achieving quick reviews of submitted papers.  ...  Moreover, he thanks Gianluigi Greco for his recent contribution to the weighted extension, and Alfredo Mazzitelli for his valuable work in designing and implementing the tools for experiments.  ...  The two main approaches, namely the global-as-view (GAV) and the local-as-view (LAV) were overviewed. In both, the user poses queries on a mediated global schema.  ... 
doi:10.1145/1084805.1084809 fatcat:sgtpcat7vzc3veb4dx2jgskpte

High performance multiscale image processing framework on multi-gpus (graphics processing units) with applications to unbiased diffeomorphic atlas construction

Linh Khanh Ha
2012
geometry descriptors to solve registration challenges with large scale shape changes and high intensity-contrast differences; and (4) an out-of-core streaming model, which enables developers to implement  ...  The differences between multicore parallel processing systems and conventional models are significant, often requiring algorithms and data structures to be redesigned significantly for efficiency.  ...  Of course, to fulfill academic requirements for a Ph.D., but this is not the only goal. Maybe some want to prepare for  ... 
doi:10.26053/0h-2zzt-x9g0 fatcat:aih5hfxbqvef7jrlp533ply3uu

Female ESL teachers' perceptions about their roles and professional development needs in Qatar's 'Education for a New Era'

Kholode M H Al Obaidli
2010 Qatar Foundation Annual Research Forum Proceedings  
In particular, since reform is dependent upon sustained professional development for ESL teachers.  ...  The focus of this study is women ESL teachers in Qatar's public school educational reform, Education for a New Era which created 36 publicly funded Independent Schools with a standards-based curriculum  ...  Qatari learners and society as a whole; and 2) the system appeared to be out of alignment with the educational needs of a wealthy country seeking twenty first century global competitiveness.  ... 
doi:10.5339/qfarf.2010.aho3 fatcat:ro3s4trcajgv5o3nflq23qooha
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