Automated Machine Learning for Person Re-Identification
暫譯: 自動化機器學習於人物重識別

Gu, Hongyang, Ding, Yao, Yang, Xiaogang

  • 出版商: Springer
  • 出版日期: 2026-01-22
  • 售價: $5,780
  • 貴賓價: 9.5$5,491
  • 語言: 英文
  • 頁數: 184
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819534321
  • ISBN-13: 9789819534326
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

作者簡介

Dr. Hongyang Gu received the M.S. and Ph.D. degrees from the Xi'an Research Institute of High Technology, Xi'an 710025, China, in 2017 and 2022, respectively. Since Jun. 2022, Dr. Gu has been in the Department of Computer Science and Technology, Xi'an Research Institute of High Technology as a Lecturer. Dr. Gu focuses on the research of metric learning, automated machine learning, and person reidentification, with a focus on developing intelligent video surveillance systems based on deep learning. Dr. Gu has published several papers in CVPR, PR, KBS, Neurocomputing, etc.

Dr. Yao Ding received the M.S. and Ph.D. degrees from the Key Laboratory of Optical Engineering, Xi'an Research Institute of High Technology, Xi'an 710025, China, in 2013 and 2022. Dr. Ding's research interests include neural network, computer vision, image processing, and hyperspectral image clustering. He has published several papers in IEEE Trans. on Geoscience and Remote Sensing (TGRS), IEEE Trans. on Multimedia (TMM), Expert Systems with Applications (ESWA), Defence Technology (DT), IEEE Geoscience and Remote Sensing Letters (GRSL), Neurocomputing, etc. Furthermore, he has published three monographs, and eight patents have been granted. He has received excellent doctoral dissertations from the China Simulation Society and the China Ordnance Industry Society in 2023. He also has received HIGHLY CITED AWARDS from Defence Technology (DT) journal. At present, he has twelve ESI highly cited papers. In addition, he is also the reviewer of TIP, TGRS, TNNLS, PR, JAG, INFFUS, ESWA, KBS, etc. He has also served as an Editorial Board Member of the Journal of Information and Intelligence.

Prof. Xiaogang Yang received the Ph.D. degree from the Xi'an Research Institute of High Technology, Xi'an, China, in 2006. Prof. Yang is currently a Professor with the Xi'an Research Institute of High Technology, Xi'an, China. He is a distinguished scholar and researcher, currently serving as a committee member of the Image Application and System Integration Professional Committee of the Chinese Society of Image and Graphics, as well as a committee member of the Shaanxi General Aviation System Engineering Research Center. He has dedicated his career to the fields of image recognition and precision guidance, as well as machine vision and intelligent control.

Dr. Ruitao Lu received the Ph.D. degree in control science from the National University of Defense Technology, Changsha, China, in 2016. Dr. Lu is currently an Associate Professor with the Department of Control Engineering, Xi'an Research Institute of High Technology, Xi'an, China. His current research interests include pattern recognition, image processing, and machine learning.

Dr. Lei Pu received the M.S. and Ph.D. degrees both from Air Force Engineering University, Xi'an, China, in 2016 and 2020, respectively. Dr. Pu has been a Lecturer with the Combat Support College, Xi'an Research Institute of High Technology, Xi'an. His main research interests include visual tracking, pattern recognition, and computer vision.

Mr. Siming Han received the M.S. degree in School of Computer Science from Shaanxi Normal University, Xi'an, China, in 2019. Mr. Han is currently a Lecturer with the Department of Computer Science and Technology, Xi'an Research Institute of High Technology, Xi'an, China. His research interests include remote sensing and computer vision.

作者簡介(中文翻譯)

郭洪洋博士於2017年和2022年分別獲得中國西安高科技研究院的碩士和博士學位。自2022年6月以來,郭博士在西安高科技研究院的計算機科學與技術系擔任講師。郭博士專注於度量學習、自動化機器學習和人員重識別的研究,並致力於基於深度學習的智能視頻監控系統的開發。郭博士已在CVPR、PR、KBS、Neurocomputing等期刊上發表了多篇論文。

丁耀博士於2013年和2022年分別獲得中國西安高科技研究院光學工程重點實驗室的碩士和博士學位。丁博士的研究興趣包括神經網絡、計算機視覺、圖像處理和高光譜圖像聚類。他已在IEEE地球科學與遙感期刊(TGRS)、IEEE多媒體期刊(TMM)、應用專家系統(ESWA)、國防技術(DT)、IEEE地球科學與遙感快報(GRSL)、Neurocomputing等期刊上發表了多篇論文。此外,他還出版了三部專著,並獲得了八項專利。他在2023年獲得中國模擬學會和中國兵器工業學會的優秀博士論文獎。他還獲得了國防技術(DT)期刊的高被引獎項。目前,他擁有十二篇ESI高被引論文。此外,他還擔任TIP、TGRS、TNNLS、PR、JAG、INFFUS、ESWA、KBS等期刊的審稿人。他還曾擔任《信息與智能學報》的編輯委員會成員。

楊小剛教授於2006年獲得中國西安高科技研究院的博士學位。楊教授目前是西安高科技研究院的教授。他是一位傑出的學者和研究人員,目前擔任中國圖像與圖形學會圖像應用與系統集成專業委員會的委員,以及陝西通用航空系統工程研究中心的委員。他將職業生涯奉獻於圖像識別和精確導引、機器視覺和智能控制等領域。

盧瑞濤博士於2016年在中國國防科技大學獲得控制科學博士學位。盧博士目前是西安高科技研究院控制工程系的副教授。他目前的研究興趣包括模式識別、圖像處理和機器學習。

蒲磊博士於2016年和2020年分別獲得中國空軍工程大學的碩士和博士學位。蒲博士目前在西安高科技研究院的作戰支援學院擔任講師。他的主要研究興趣包括視覺追蹤、模式識別和計算機視覺。

韓思銘先生於2019年在陝西師範大學計算機科學學院獲得碩士學位。韓先生目前在西安高科技研究院的計算機科學與技術系擔任講師。他的研究興趣包括遙感和計算機視覺。

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