Article(id=1242136850001895746, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242136846436737342, articleNumber=null, orderNo=6, doi=10.3981/j.issn.1000-7857.2018.10.004, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1523203200000, receivedDateStr=2018-04-09, revisedDate=1524585600000, revisedDateStr=2018-04-25, acceptedDate=null, acceptedDateStr=null, onlineDate=1526953662880, onlineDateStr=2018-05-22, pubDate=1527436800000, pubDateStr=2018-05-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1526953662880, onlineIssueDateStr=2018-05-22, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774078102821, creator=sys-migrate, updateTime=1774078102821, updator=sys-migrate, issue=Issue{id=1242136846436737342, tenantId=1146029695717560320, journalId=1146031591421210625, year='2018', volume='36', issue='10', pageStart='1', pageEnd='100', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774078101974, creator=sys-migrate, updateTime=1774078101974, updator=sys-migrate, preIssue=null, nextIssue=null, ext=null, issueFiles=null}, startPage=30, endPage=44, ext={EN=ArticleExt(id=1242136855081197912, articleId=1242136850001895746, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=From the emergence of intelligent science to the research of microwave vision, columnId=1150494642224591153, journalTitle=Science & Technology Review, columnName=Exclusive, runingTitle=null, highlight=null, articleAbstract=In the past decade, artificial intelligence has attracted a great attention from both academics and industry, suggesting the transition of the human civilization into a new intelligence era. However, the "intelligent science" has not yet developed into the science foundation of the intelligent age. This paper, from a specific viewpoint of electromagnetic information sensing, discusses how the intelligent science might be developed in future, and points out that the human intelligence and the external world form a pair of inseparable dual problems, as the fundamental nature of the intelligent science. Therefore, the development of the artificial intelligence goes through four stages according to the objects and the related disciplines, namely, the mathematical intelligence, the physical intelligence, the psychological intelligence, and the free consciousness. In the first stage, the mathematical theory of a general learning algorithm is developed to form the basis of the intelligence. In the second stage, the physical intelligence is developed to deal with the physical world. Based on this, the third stage of development responds to high-order intelligence involving social groups, while in the fourth stage, the nature of the free consciousness and the question whether the artificial intelligence can finally become a conscious super-intelligence are studied. Within the author's own research field of the electromagnetic information sensing, a new concept of the microwave vision is proposed along the direction of the physical intelligence to explain its key ideas and essential problems and to paint the roadmap of its technological development. Taking the previous studies of the authors' team in this direction as an example, we further discuss the research and development of the physical intelligence as one of the specific directions of a general intelligent science., correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=fn8aqpfFI6xV+A8Ssh7SYQ==, pdfFileSize=11790673, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=1. Institute of Electromagnetic Data Science and Remote Sensing Intelligence, Fudan University, Shanghai 200433, China;
2. Key Laboratory for Information Science of Electromagnetic Waves(MoE), Fudan University, Shanghai 200433, China, fund=null, authors=XU Feng^1,2, JIN Yaqiu^1,2, authorsList=XU Feng, JIN Yaqiu), CN=ArticleExt(id=1242136853231509840, articleId=1242136850001895746, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=从物理智能到微波视觉, columnId=1242116902361830275, journalTitle=科技导报, columnName=专题论文, runingTitle=null, highlight=null, articleAbstract=近10年来，人工智能技术得到了科技与工业界的极大的重视，预示着人类文明将进入智能时代。但是，作为智能时代基础的“智能科学”还远未成型。本文从电磁物理信息感知技术的独特视角，讨论智能科学如何发展的一些见解，指出人类智能与外在世界互为对偶问题、相互不可分割的根本属性，因此按人工智能所应对的对象及关联学科分为数学、物理、心理、意识4个阶段。其中第1阶段解决智能形成的通用学习算法的数学理论，第2阶段发展应对物理世界的物理智能。以此为基础，第3阶段发展应对智能涉及社会群体的高阶智能，第4阶段研究自由意识的本质和人工智能能否形成意识的超智能问题。结合笔者电磁信息感知专业领域，提出向物理智能发展的微波视觉新概念、相关内涵以及关键技术的建议，以笔者团队在这一方向的前期工作为例，讨论了以物理智能为基础的智能科学的研究与发展。, correspAuthors=null, authorNote=徐丰,教授,研究方向为SAR图像解译、电磁散射建模、类脑人工智能,电子信箱:fengxu@fudan.edu.cn, correspAuthorsNote=金亚秋(通信作者),中国科学院院士,研究方向为复杂自然介质的电磁辐射、散射与传输,电子信箱:yqjin@fudan.edu.cn, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=UYCwIajIiUjlmq0NKR9xcw==, pdfFileSize=11790673, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=1. 复旦大学电磁大数据与遥感智能研究所, 上海 200433;
2. 复旦大学电磁波信息科学教育部重点实验室, 上海 200433, fund=国家自然科学基金项目（61571134）, authors=徐丰^1,2, 金亚秋^1,2, authorsList=徐丰, 金亚秋)}, authors=[Author(id=1277124862619546592, tenantId=1146029695717560320, journalId=null, articleId=1242136850001895746, orderNo=null, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=null, authorType=null, ext={EN=AuthorExt(id=null, tenantId=null, journalId=1146031591421210625, articleId=1242136850001895746, authorId=1277124862619546592, language=EN, stringName=XU Feng, JIN Yaqiu, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=null, tenantId=null, journalId=1146031591421210625, articleId=1242136850001895746, 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