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Everything about Machine perception
Computer ability
Machine perception is the capability of a computer system to interpret data in a manner that is similar to the way humans use their senses to relate to the world around them. The basic method that the computers take in and respond to their environment is through the attached hardware. Until recently input was limited to a keyboard, or a mouse, but advances in technology, both in hardware and software, have allowed computers to take in sensory input in a way similar to humans. Wikipedia →
🧠Start here: a 6-step reading path
- Read the overview: Machine perceptionA 5-minute orientation
- Skim a recent paper: Employees' job insecurity perception and unsafe behaviours in human–machine collaborationInfluential work since 2022
- Pick up a classic book: Machine Learning and Data Mining in Pattern RecognitionThe most-reprinted book on the subject
- Read the landmark paper: Sensing and Machine Learning for Automotive Perception: A ReviewCited 168 times
- Go sideways: Robotic sensingA closely related topic
- Go sideways: Electronic tongueA closely related topic
đź“– Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Sensing and Machine Learning for Automotive Perception: A Review
Machine Learning for Tactile Perception: Advancements, Challenges, and Opportunities
The Perception of Symbols for Machine Displays
Synchronization of oscillations for machine perception of gaits
Image Visual Realism: From Human Perception to Machine Computation
Perception of mind and dehumanization: Human, animal, or machine?
Unsupervised Machine Learning Based Scalable Fusion for Active Perception
Differences between human and machine perception in medical diagnosis
🆕 Influential since 2022
Employees' job insecurity perception and unsafe behaviours in human–machine collaboration
PerDet: Machine-Learning-Based UAV GPS Spoofing Detection Using Perception Data
Perception of experience influences altruism and perception of agency influences trust in human–machine interactions
Ultrasensitive dual-mode sensor with machine learning-decoupled pressure-temperature perception
Bridging odorants and olfactory perception through machine learning: A review
đź“š Books worth reading
Machine Learning and Data Mining in Pattern RecognitionPetra Perner, Atsushi Imiya · 2003
KERNEL METHODS FOR PATTERN ANALYSISJOHN SHAWE-TAYLOR, John Shawe-Taylor · 2004
Genetic algorithms for pattern recognitionSankar K. Pal, Paul P. Wang · 1996
Shape Understanding SystemZbigniew Les, Magdalena Les · 2008
Multiple classifier systemsFabio Roli, Josef Kittler · 2002- 📕Exploiting the Power of Group DifferencesGuozhu Dong, Jiawei Han · 2019
Kernel Learning Algorithms For Face RecognitionJun-Bao Li · 2012
Multiple classifier systemsTerry Windeatt, Fabio Roli · 2003
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
đź”— Related topics
- Robotic sensing Robotic sensing is a subarea of robotics science intended to provide sensing capabilities to robots. Robotic sensing provides robots with the ability to…
- Electronic tongue The electronic tongue is an instrument that measures and compares tastes. As per the IUPAC technical report, an “electronic tongue” is an analytical instrument…
- Sensory substitution Sensory substitution is a change of the characteristics of one sensory modality into stimuli of another sensory modality. A sensory substitution system…
- Sense A sense is a biological system used by an organism for sensation, the process of gathering information about the surroundings through the detection of…
- Tactile sensor A tactile sensor is a device that measures information arising from physical interaction with its environment. Tactile sensors are generally modeled after…
- Stimulus modality Stimulus modality, also called sensory modality, is one aspect of a stimulus or what is perceived after a stimulus. For example, the temperature modality…
- Sensory design Sensory design aims to establish an overall diagnosis of the sensory perceptions of a product, and define appropriate means to design or redesign it on…
- Electronic nose An electronic nose (or eNose) is an electronic sensing device intended to detect odors or flavors. The expression "electronic sensing" refers to the capability…