Peter E. Hart | |
---|---|
Alma mater | Stanford University Rensselaer Polytechnic Institute |
Scientific career | |
Fields | Artificial intelligence |
Institutions | SRI International AI Center Ricoh Innovations |
Doctoral advisor | Thomas M. Cover [1] |
Peter E. Hart (born 1941 [2] ) is an American computer scientist and entrepreneur. He was chairman and president of Ricoh Innovations, which he founded in 1997. He made significant contributions in the field of computer science in a series of widely cited publications from the years 1967 to 1975 while associated with the Artificial Intelligence Center of SRI International, a laboratory where he also served as director.
Hart studied at Rensselaer Polytechnic Institute, leading to a BEE degree (1962). He did his graduate studies at Stanford University, where he got his MS (1963) and PhD (1966); [3] Thomas M. Cover was his advisor and discovered [4] & co-published a seminal paper on 1-NN nearest neighbor search. [5]
While at the SRI International Artificial Intelligence Center, Hart co-authored 20 papers, among them the initial exposition of the A* search algorithm and the variant of the Hough transform now widely used in computer vision for finding straight line segments in images. He also contributed to the development of Shakey the Robot. [6]
Hart and Richard O. Duda are the authors of "Pattern Classification and Scene Analysis", originally published in 1973. This classic text is a widely cited reference, and the first edition was in print for over 25 years until being superseded by the second edition in 2000. [6]
A strong advocate of artificial intelligence in industry, Hart was the founding director of the Fairchild/Schlumberger Artificial Intelligence Center and co-founder of Syntelligence, a company specializing in expert systems for financial risk analysis.[ citation needed ]
Hart is currently Group Senior Vice President at the Ricoh Company, Ltd.[ citation needed ]
Hart is an IEEE Fellow, an ACM Fellow and an AAAI Fellow. [6]
SRI International (SRI) is an American nonprofit scientific research institute and organization headquartered in Menlo Park, California. The trustees of Stanford University established SRI in 1946 as a center of innovation to support economic development in the region.
Robert M. Haralick is Distinguished Professor in Computer Science at Graduate Center of the City University of New York (CUNY). Haralick is one of the leading figures in computer vision, pattern recognition, and image analysis. He is a Fellow of the Institute of Electrical and Electronics Engineers (IEEE) and a Fellow and past president of the International Association for Pattern Recognition. Professor Haralick is the King-Sun Fu Prize winner of 2016, "for contributions in image analysis, including remote sensing, texture analysis, mathematical morphology, consistent labeling, and system performance evaluation".
Shakey the Robot was the first general-purpose mobile robot able to reason about its own actions. While other robots would have to be instructed on each individual step of completing a larger task, Shakey could analyze commands and break them down into basic chunks by itself.
Thomas M. Cover [ˈkoʊvər] was an American information theorist and professor jointly in the Departments of Electrical Engineering and Statistics at Stanford University. He devoted almost his entire career to developing the relationship between information theory and statistics.
Nils John Nilsson was an American computer scientist. He was one of the founding researchers in the discipline of artificial intelligence. He was the first Kumagai Professor of Engineering in computer science at Stanford University from 1991 until his retirement. He is particularly known for his contributions to search, planning, knowledge representation, and robotics.
Leslie Pack Kaelbling is an American roboticist and the Panasonic Professor of Computer Science and Engineering at the Massachusetts Institute of Technology. She is widely recognized for adapting partially observable Markov decision processes from operations research for application in artificial intelligence and robotics. Kaelbling received the IJCAI Computers and Thought Award in 1997 for applying reinforcement learning to embedded control systems and developing programming tools for robot navigation. In 2000, she was elected as a Fellow of the Association for the Advancement of Artificial Intelligence.
John F. Canny is an Australian computer scientist, and Paul E Jacobs and Stacy Jacobs Distinguished Professor of Engineering in the Computer Science Department of the University of California, Berkeley. He has made significant contributions in various areas of computer science and mathematics, including artificial intelligence, robotics, computer graphics, human-computer interaction, computer security, computational algebra, and computational geometry.
Richard O. Duda is Professor Emeritus of Electrical Engineering at San Jose State University renowned for his work on sound localization and pattern recognition. He lives in Menlo Park, California.
Ruzena Bajcsy is an American engineer and computer scientist who specializes in robotics. She is professor of electrical engineering and computer sciences at the University of California, Berkeley, where she is also director emerita of CITRIS.
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The following outline is provided as an overview of and topical guide to machine learning:
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Rita Cucchiara is an Italian electrical and computer engineer, and professor in Computer engineering and Science in the Enzo Ferrari Department of Engineering at the University of Modena and Reggio Emilia (UNIMORE) in Italy. She helds the courses of “Computer Architecture” and “Computer Vision and Cognitive Systems”. Cucchiara's research work focuses on artificial intelligence, specifically deep network technologies and computer vision for human behavior understanding (HBU) and visual, language and multimodal generative AI. She is the scientific coordinator of the AImage Lab at UNIMORE and is director of the Artificial Intelligence Research and Innovation Center (AIRI) as well as the ELLIS Unit at Modena. She was founder and director from 2018 to 2021 of the Italian National Lab of Artificial Intelligence and intelligent systems AIIS of CINI. Cucchiara was also president of the CVPL from 2016 to 2018. Rita Cucchiara is IAPR Fellow since 2006 and ELLIS Fellow since 2020.