4 April 2001 Cost-effective tactile sensing system for object recognition
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Abstract
This paper presents the use of simple PC based tactile sensing system for object recognition. Software has been developed to acquire, process and analyze the tactile images. The recognition is based on the use of invariant moments and a back propagation neural network. The software also provides information regarding contact area, height, position and orientation of the object. The paper deals with details of the software developed. Various experiments carried out to test the performance of the system have also been described along with the results obtained.
© (2001) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Satish Mishra, Damayanti C. Gharpure, "Cost-effective tactile sensing system for object recognition", Proc. SPIE 4301, Machine Vision Applications in Industrial Inspection IX, (4 April 2001); doi: 10.1117/12.420910; https://doi.org/10.1117/12.420910
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KEYWORDS
Sensing systems

Object recognition

Sensors

Data acquisition

Image processing

Feature extraction

Software development

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