Lecture 2 - Sensing and Interpreting Flashcards
Sensor
Measure attributes of the world
Passive sensor
Relies on environemtnfor observation (camera relies on light etc)
Active sensor
puts out energy into env (eg infrared laser)
Active sensing
System for using an effector to dynamically position a sensor
Physical Sensor attributes
FOV/Range
Accuracy, repeatability and resolution
Responsiveness in target domain
Power consumption
Hardware reliability
Size
Sensor categories
Proprioceptive (internal info: bartery etc)
Proximity (relative distance)
Computer Vision
Proprioceptive Sensors
Encoders:
- Measure turning distance of motors
Inertial Measurement Unit:
- Measure body’s specific force, angular rate and orientation
GPS
Proximity Sensors
Sonar (Ultrasonics) - emit, meaure time, compute
Infrared
Bump and feeler (tactile) sensors - touch sensors
Computer Vision definition
Processing data from any modality that uses the electromagnetic spectrum
Grey Image
Array that stores brightness of things in FOV
RGB Image
Array that defines red, green and blue for each pixel
Depth Image
Matrix containing all distance values of pixel points
Frame difference algorithm
Subtracting two similar images to detect what has changed