IEEE Transactions on Pattern Analysis and Machine Intelligence
Encyclopedia
The IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) is a monthly journal
published by the IEEE
Computer Society. It presents the most important research results in areas including all traditional areas of computer vision
and image understanding, all traditional areas of pattern analysis and recognition
, and selected areas of machine intelligence. Areas of such machine learning
, search techniques, document and handwriting analysis, medical image analysis, video and image sequence analysis, content-based retrieval of image and video, face and gesture recognition
and relevant specialized hardware and/or software architectures are also covered. It is widely considered to be one of the leading journals in the area.
Academic journal
An academic journal is a peer-reviewed periodical in which scholarship relating to a particular academic discipline is published. Academic journals serve as forums for the introduction and presentation for scrutiny of new research, and the critique of existing research...
published by the IEEE
Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers is a non-profit professional association headquartered in New York City that is dedicated to advancing technological innovation and excellence...
Computer Society. It presents the most important research results in areas including all traditional areas of computer vision
Computer vision
Computer vision is a field that includes methods for acquiring, processing, analysing, and understanding images and, in general, high-dimensional data from the real world in order to produce numerical or symbolic information, e.g., in the forms of decisions...
and image understanding, all traditional areas of pattern analysis and recognition
Pattern recognition
In machine learning, pattern recognition is the assignment of some sort of output value to a given input value , according to some specific algorithm. An example of pattern recognition is classification, which attempts to assign each input value to one of a given set of classes...
, and selected areas of machine intelligence. Areas of such machine learning
Machine learning
Machine learning, a branch of artificial intelligence, is a scientific discipline concerned with the design and development of algorithms that allow computers to evolve behaviors based on empirical data, such as from sensor data or databases...
, search techniques, document and handwriting analysis, medical image analysis, video and image sequence analysis, content-based retrieval of image and video, face and gesture recognition
Gesture recognition
Gesture recognition is a topic in computer science and language technology with the goal of interpreting human gestures via mathematical algorithms. Gestures can originate from any bodily motion or state but commonly originate from the face or hand. Current focuses in the field include emotion...
and relevant specialized hardware and/or software architectures are also covered. It is widely considered to be one of the leading journals in the area.