Computer Vision and Machine Intelligence in Medical Image Analysis: International Symposium, Iscmm 2019
暫譯: 醫學影像分析中的計算機視覺與機器智能:國際研討會,Iscmm 2019

Gupta, Mousumi, Konar, Debanjan, Bhattacharyya, Siddhartha

  • 出版商: Springer
  • 出版日期: 2019-08-29
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 150
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811387974
  • ISBN-13: 9789811387975
  • 相關分類: Computer Vision
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book includes high-quality papers presented at the Symposium 2019, organised by Sikkim Manipal Institute of Technology (SMIT), in Sikkim from 26-27 February 2019. It discusses common research problems and challenges in medical image analysis, such as deep learning methods. It also discusses how these theories can be applied to a broad range of application areas, including lung and chest x-ray, breast CAD, microscopy and pathology. The studies included mainly focus on the detection of events from biomedical signals.

商品描述(中文翻譯)

本書包含於2019年2月26日至27日在西藏舉行的西金曼尼普爾科技學院(Sikkim Manipal Institute of Technology, SMIT)主辦的研討會上發表的高品質論文。書中討論了醫學影像分析中的常見研究問題和挑戰,例如深度學習方法。它還探討了這些理論如何應用於廣泛的應用領域,包括肺部和胸部X光、乳腺計算機輔助診斷(CAD)、顯微鏡學和病理學。所包含的研究主要集中在從生物醫學信號中檢測事件。

作者簡介

Mousumi Gupta is Associate Professor in the Department of Computer Applications, Sikkim Manipal Institute of Technology (SMIT). She completed her M.Tech. and Ph.D. from SMIT in 2008 and 2015 respectively. Her areas of research interests are Digital Image Processing and Pattern Recognition. She has published many papers in international journals and conference proceedings. She is reviewer of many international journals and conferences like IET Image processing and Journal for Electronic Imaging.

Debanjan Konar is Assistant Professor in the Department of Computer Applications, Sikkim Manipal Institute of Technology (SMIT). He completed his B.Tech. in Computer Science and Engineering from Burdwan University; M.Tech. in Multimedia and Software Systems from National Institute Of Technical Teachers' Training & Research, Kolkata. Currently, he is pursuing Ph.D. from IIT Delhi in the area of Quantum Inspired Soft Computing. He is reviewer of many journals like Applied soft computing, International Journal of Computers and Applications and International Journal of Hybrid Intelligence. He has been technical program committee member of many IEEE conferences.

Siddhartha Bhattacharyya [FIETE, SMIEEE, SMACM, SMIETI, LMCSI, LMOSI, LMISTE, MIET (UK), MIAENG, MIRSS, MIAASSE, MCSTA, MIDES, MIISIP] did his Bachelors in Physics, Bachelors in Optics and Optoelectronics and Masters in Optics and Optoelectronics from University of Calcutta, India in 1995, 1998 and 2000 respectively. He completed Ph.D. in Computer Science and Engineering from Jadavpur University, India in 2008. He is the recipient of the University Gold Medal from the University of Calcutta for his Masters. He is the recipient of the coveted Adarsh Vidya Saraswati Rashtriya Puraskar in 2016, Distinguished HoD and Distinguished Professor wards conferred by Computer Society of India, Mumbai Chapter, India in 2017 and Bhartiya Shiksha Ratan Award conferred by Economic Growth Foundation, New Delhi in 2017. He received the NACF-SCRA, India award for Best Faculty for Research in 2017. He received Honorary Doctorate Award (D. Litt.) from The University of South America in 2017. He is also the recipient of the South East Asia Regional Computing Confederation (SEARCC) International Digital Award ICT Educator of the Year at Colombo, Sri Lanka in 2017. He is currently the Principal of RCC Institute of Information Technology, Kolkata, India. In addition, he is also serving as the Dean (Research and Development and Academic Affairs) of the institute. He is a co-author of 4 books and the co-editor of 8 books and has more than 170 research publications in international journals and conference proceedings to his credit. He has got a patent on intelligent colorimeter technology.

Sambhunath Biswas obtained an M.Sc. degree in Physics, and a Ph.D. in Radiophysics and Electronics, from the University of Calcutta in 1973 and 2001 respectively. In 1983-85 he completed courses of M.Tech. (Computer Science) from Indian Statistical Institute, Calcutta. His doctoral thesis is on Image Data Compression. He was a UNDP Fellow at MIT, USA to study machine vision in 1988-89 and was exposed to research in the Artificial Intelligence Laboratory. He visited the Australian National University at Canberra in 1995 and joined the school on wavelets theory and its applications. In 2001, he became a representative of the Government of India to visit China for holding talks about collaborative research projects in different Chinese Universities. He started his career in Electrical Industries, in the beginning as a graduate engineering trainee and, then as a design and development engineer. He, at present, is a system analyst, GR-I (in the rank of Professor) at the Machine Intelligence Unit in Indian Statistical Institute, Calcutta where he is engaged in research and teaching. He is also an external examiner of the Department of Computer Science at Jadavpur University in Calcutta. He has published several research articles in International Journals of repute and is a member of IUPRAI (Indian Unit of Pattern Recognition and Artificial Intelligence). He is the principal author of a book titled Bezier and Splines in Image Processing and Machine Vision, published by Springer, London.


作者簡介(中文翻譯)

Mousumi Gupta 是西藏曼尼普爾科技學院(Sikkim Manipal Institute of Technology, SMIT)計算機應用系的副教授。她於 2008 年和 2015 年分別在 SMIT 完成了碩士和博士學位。她的研究興趣領域包括數位影像處理和模式識別。她在國際期刊和會議論文集中發表了多篇論文。她是多個國際期刊和會議的審稿人,如 IET 影像處理和電子影像期刊。

Debanjan Konar 是西藏曼尼普爾科技學院(Sikkim Manipal Institute of Technology, SMIT)計算機應用系的助理教授。他在 Burdwan 大學獲得計算機科學與工程的學士學位;在加爾各答的國立技術教師培訓與研究所獲得多媒體與軟體系統的碩士學位。目前,他正在印度理工學院德里分校攻讀量子啟發軟體計算的博士學位。他是多個期刊的審稿人,如應用軟體計算、國際計算機與應用期刊和國際混合智慧期刊。他曾擔任多個 IEEE 會議的技術程序委員會成員。

Siddhartha Bhattacharyya [FIETE, SMIEEE, SMACM, SMIETI, LMCSI, LMOSI, LMISTE, MIET (UK), MIAENG, MIRSS, MIAASSE, MCSTA, MIDES, MIISIP] 於 1995 年、1998 年和 2000 年分別在印度加爾各答大學獲得物理學學士、光學與光電學學士及光學與光電學碩士學位。他於 2008 年在印度賈達夫普爾大學獲得計算機科學與工程的博士學位。他因其碩士學位獲得加爾各答大學的金獎。他於 2016 年獲得 Adarsh Vidya Saraswati Rashtriya Puraskar,並於 2017 年獲得印度計算機學會孟買分會頒發的傑出系主任和傑出教授獎,以及由新德里經濟增長基金會頒發的 Bhartiya Shiksha Ratan 獎。他於 2017 年獲得 NACF-SCRA 印度最佳研究教師獎,並於 2017 年獲得南美大學的榮譽博士學位(D. Litt.)。他還於 2017 年在斯里蘭卡科倫坡獲得東南亞區域計算機聯盟(SEARCC)國際數位獎 ICT 教育者獎。他目前是印度加爾各答 RCC 資訊技術學院的院長。此外,他還擔任該學院的研究與發展及學術事務院長。他是 4 本書的共同作者和 8 本書的共同編輯,並在國際期刊和會議論文集中發表了超過 170 篇研究論文。他擁有智能比色計技術的專利。

Sambhunath Biswas 於 1973 年和 2001 年分別在加爾各答大學獲得物理學碩士學位和輻射物理與電子學博士學位。在 1983-85 年期間,他在印度統計學院完成了計算機科學的碩士學位課程。他的博士論文是關於影像數據壓縮。他於 1988-89 年擔任聯合國開發計劃署(UNDP)研究員,在美國麻省理工學院研究機器視覺,並接觸到人工智慧實驗室的研究。他於 1995 年訪問澳大利亞國立大學,並加入了小波理論及其應用的學校。2001 年,他成為印度政府的代表,前往中國洽談不同中國大學的合作研究項目。他的職業生涯始於電氣工業,最初擔任畢業工程實習生,然後擔任設計與開發工程師。目前,他是印度統計學院加爾各答分校機器智慧單位的系統分析師 GR-I(教授級別),從事研究和教學工作。他也是加爾各答賈達夫普爾大學計算機科學系的外部考官。他在多個知名國際期刊上發表了幾篇研究文章,並且是 IUPRAI(印度模式識別與人工智慧單位)的成員。他是一本名為《影像處理與機器視覺中的 Bezier 和 Splines》的書的主要作者,該書由倫敦的 Springer 出版。