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Registered Human Body Parts Detection Methods using Texture Energy Measures and Candidate Masks of Body Parts
이미지 확대
Human Body Parts Detection Methods using Texture Energy Measures and Candidate Masks of Body Parts
- Inventors
- Choi Byeong Cheol, Chung Byung Ho, Lim Jae Deok, Han Seung Wan
- Application No.
- 12785806 (2010.05.24)
- Publication No.
- 20110123076 (2011.05.26)
- Registration No.
- 8620091 (2013.12.31)
- Country
- UNITED STATES
- Project Code
- 09MS5400, Development of the Illegal and Objectionable Multimedia Contents Analysis and Filtering Technology, Chung Byung Ho
- Abstract
- An apparatus for detecting specific human body parts in an image includes: a texture energy analysis unit for analyzing energy distribution in the image and generating texture energy maps; a candidate region-of-interest extraction unit for extracting candidate regions-of-interest for the specific body parts on a given texture energy map by applying a threshold to the given texture energy map, the given texture energy map being selected among the texture energy maps; a candidate mask application unit for performing convolution between candidate masks for the specific body parts and the candidate regions-of-interest and selecting candidate body parts based on results of the convolution; and a body part detection unit for detecting the specific body parts on the image by performing verification on the candidate body parts. The verification is performed by using machine-learning models for the specific body parts.
- KSP Keywords
- Application unit, Body parts, Body parts detection, Detection Method, Energy analysis, Energy distribution, Energy map, Energy measures, Extraction unit, Human Body, Interest extraction, Part detection, Region of interest(ROI), Region-of-interest extraction, Texture energy, body part detection, learning models, machine Learning