Image Processing and Intelligent Computing Systems
Singhal, Prateek, Verma, Abhishek, Srivastava, Prabhat Kumar
- 出版商: CRC
- 出版日期: 2023-01-17
- 售價: $4,490
- 貴賓價: 9.5 折 $4,266
- 語言: 英文
- 頁數: 312
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032213140
- ISBN-13: 9781032213149
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商品描述
There is a drastic growth in multimedia data. Even during the Covid-19 pandemic, we observed that the images helped doctors immensely in fast detection of Covid-19 infection in patients. There are many critical applications where images play a vital role. These applications use raw image data to extract some useful information about the world around us. Quick extraction of valuable information from raw images is one challenge that academicians and professionals face nowadays. This is where image processing comes into action. Image processing's primary purpose is to get an enhanced image or extract some useful information from it. Therefore, there is a major need for some technique or system that addresses this challenge. Intelligent Systems have emerged as a solution to address quick image information extraction. In simple words, an Intelligent System can be defined as a mathematical model that adapts itself to deal with the problems' dynamicity. These systems learn how to act so it can reach their objectives. Intelligent System helps accomplish various image processing functions like enhancement, segmentation, reconstruction, object detection, and morphing. The advent of Intelligent Systems in the image processing field has leveraged many critical applications for humankind. These critical applications include factory automation, biomedical imaging analysis, and decision-econometrics, Intelligent Systems and challenges.
商品描述(中文翻譯)
多媒體數據呈現出劇烈的增長。即使在Covid-19大流行期間，我們觀察到圖像在醫生快速檢測患者Covid-19感染方面起到了巨大的幫助。圖像在許多關鍵應用中扮演著重要角色。這些應用使用原始圖像數據來提取有關我們周圍世界的一些有用信息。從原始圖像中快速提取有價值的信息是學者和專業人士現在面臨的一個挑戰。這就是圖像處理發揮作用的地方。圖像處理的主要目的是獲得增強的圖像或從中提取一些有用的信息。因此，迫切需要一些技術或系統來應對這一挑戰。智能系統已經成為解決快速提取圖像信息的解決方案。簡單來說，智能系統可以定義為一個適應問題動態性的數學模型。這些系統學習如何行動以實現其目標。智能系統有助於實現各種圖像處理功能，如增強、分割、重建、物體檢測和變形。智能系統在圖像處理領域的出現為人類帶來了許多關鍵應用。這些關鍵應用包括工廠自動化、生物醫學成像分析和決策計量學，智能系統和挑戰。
作者簡介
Mr. Prateek Singhal is an Assistant Professor in the Department of Computer Science & Engineering at Sagar Institute of Research Technology, Bhopal. He is pursuing Ph.D. degree on the Medical Imaging from the Maharishi University of Information Technology, Lucknow, India. He has more than four years of experience in research and teaching. He has published several research articles in SCI/SCIE/Scopus journals and conferences of high repute. He has also authored a book on Cloud Computing. He has various National and international patents and some are granted. He holds contribution in IEEE, Elsevier, etc. repute journal. He is in the team of the research advisory member in his present institute. His current areas of interest include Image Processing, Medical Imaging, Human Computation Interface, Neuro-Computing, Internet of Things.
Dr. Abhishek Verma is an Assistant Professor in the Department of Computer Science & Engineering at IIIT Jabalpur, India (an institution of national importance). He obtained Ph.D. degree (2020) on the Internet of Things security from the National Institute of Technology Kurukshetra, Haryana, India. He has more than seven years of experience in research and teaching. He has published several research articles in international SCI/SCIE/Scopus journals and conferences of high repute. He is an editorial board member of Research Reports on Computer Science (RRCS) and active review board member of various reputed journals, including IEEE, Springer, Wiley, and Elsevier. His current areas of interest include Information Security, Intrusion Detection, and the Internet of Things.
Dr. Prabhat Kumar Shrivastava is an Professor with the Department of Computer Science & Engineering, Quantum University, Roorkee, Uttarakhand, India He earned his doctorate in Sam Higginbottom University of Agriculture and Technology & Science Allahabad U.P. The area of research is "A soft computing Approach for Fuzzy Data Modelling". He has authored and published a significant number of research articles in peer-reviewed and indexed journals and conferences of high repute. He has also authored a book on Cloud Computing. He has also published various national and international patents. He is also a reviewer member of various repute reviewer board member. His interest in networking, data structure, soft computing.
Dr. Virender Ranga is currently working as an Assistant Professor with the Department of Computer Science and Engineering, National Institute of Technology, Kurukshetra, India. He has more than 15 years of experience in academic, research and administrative capacities. He is a distinguished Researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Wireless and Adhoc & senor networks. He holds the credit of contribution in several quality research journals of international repute published by IEEE, ACM, IET, Elsevier, etc.
Dr. Ram Kumar is presently working as Assistant Professor at the Department of Electrical and Electronics Engineering at Katihar Engineering College, Bihar, India. He has over nine years of experience in academics (teaching/training), research & development and consulting. He holds the credit of contribution in several quality research journals of international repute published by IEEE, ACM, IET, Elsevier, etc. He is a distinguished Researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Wireless and Adhoc & senor networks. He has also published various national and international patents. He has various publications in reputed international journals, conference proceedings/book chapters and edited one book.
作者簡介(中文翻譯)
Mr. Prateek Singhal是印度博帕爾Sagar Institute of Research Technology的計算機科學與工程系助理教授。他正在印度Lucknow的Maharishi University of Information Technology攻讀醫學影像學的博士學位。他在研究和教學方面擁有四年以上的經驗。他在SCI/SCIE/Scopus期刊和高聲譽的會議上發表了多篇研究論文。他還撰寫了一本關於雲計算的書籍。他擁有多個國家和國際專利，其中一些已經獲得授權。他在IEEE、Elsevier等知名期刊上有貢獻。他是他目前所在學院的研究諮詢成員團隊的一員。他目前的研究興趣包括圖像處理、醫學影像、人類計算界面、神經計算和物聯網。
Dr. Abhishek Verma是印度國家重要機構IIIT Jabalpur的計算機科學與工程系助理教授。他在印度哈里亞納邦國立技術學院Kurukshetra分校獲得了2020年的物聯網安全博士學位。他在研究和教學方面擁有七年以上的經驗。他在國際SCI/SCIE/Scopus期刊和高聲譽的會議上發表了多篇研究論文。他是Research Reports on Computer Science (RRCS)的編輯委員會成員，也是包括IEEE、Springer、Wiley和Elsevier在內的多個知名期刊的審稿委員會成員。他目前的研究興趣包括信息安全、入侵檢測和物聯網。
Dr. Prabhat Kumar Shrivastava是印度Uttarakhand州Roorkee的Quantum University的計算機科學與工程系教授。他在Sam Higginbottom University of Agriculture and Technology & Science Allahabad U.P.獲得了軟計算方法應用於模糊數據建模的博士學位。他在同行評審和索引期刊和高聲譽會議上發表了大量研究論文。他還撰寫了一本關於雲計算的書籍。他還發表了多個國家和國際專利。他還是多個知名審稿委員會的審稿人成員。他對網絡、數據結構和軟計算感興趣。
Dr. Virender Ranga目前在印度Kurukshetra的國立技術學院的計算機科學與工程系擔任助理教授。他在學術、研究和行政職位上擁有超過15年的經驗。他是一位傑出的研究人員，在無線和自組網絡領域的跨學科研究方面在學術界享有盛譽。他在IEEE、ACM、IET、Elsevier等國際知名期刊上發表了多篇優質研究論文。
Dr. Ram Kumar目前在印度比哈爾邦的Katihar Engineering College的電氣與電子工程系擔任助理教授。他在學術（教學/培訓）、研究和開發以及咨詢方面擁有九年以上的經驗。他在IEEE、ACM、IET、Elsevier等國際知名期刊上發表了多篇優質研究論文。他是一位傑出的研究人員，在無線和自組網絡領域的跨學科研究方面在學術界享有盛譽。他還發表了多個國家和國際專利。他在知名國際期刊、會議論文/專書章節上有多篇發表，並編輯了一本書。
