Detection of bruise damage of pear using hyperspectral imagery

International Conference on Control, Automation and Systems

Volumn , Issue , 2012, Pages 1258-1260

  Dang, Hong Quan ^a   Kim, Intaek ^a   Cho, Byoung Kwan ^b   Kim, Moon S ^c  

^a Myong Ji University   (South Korea)

^b Chungnam National University   (South Korea)

^c Remote Sensing Lab   (United States)

Author keywords

bruise pears; Hyperspectral imaging; image processing; supervised classification

Indexed keywords

BRUISE PEARS; CLASSIFICATION ALGORITHM; CONVENTIONAL CLASSIFICATION METHODS; FRUIT QUALITY; HUMAN EYE; HYPERSPECTRAL; HYPERSPECTRAL IMAGERY; HYPERSPECTRAL IMAGING; K-NEAREST NEIGHBORS; REFLECTANCE IMAGES; SUPERVISED CLASSIFICATION; SUPPORT VECTOR MACHINE ALGORITHM;

ALGORITHMS; DAMAGE DETECTION; FRUITS; IMAGE PROCESSING; REMOTE SENSING; SUPPORT VECTOR MACHINES;

SPECTROSCOPY;

EID: 84872529399     PISSN: 15987833     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. I. Kim, M. S. Kim, Y. R. Chen and S. G. Kong, "Detection of skin tumors on chicken carcasses using hyperspectral fluorescence imaging," American Society of Agriculture Engineers,Vol. 47, No. 5, pp. 1785-1792, 2004.
2. K. Lee, M.S. Kim, D. Jeong, C. Kuanglin and S. Delwiche, "Hyperspectral Near-infrared Reflectance Imaging for Detection of Defect Tomatoes". Proceedings of SPIE ,Vol. 8027, pp. 1-9, 2011.
3. X. Cheng, Y. R. Chen, Y. Tao, C. Y. Wang, M. S. Kim and A. M. Lefcourt, "A novel integrated PCA and FLD method on hyperspectral image feature extraction for cucumber chilling damage inspection," American Society of Agricultural Engineers, Vol. 47, No. 4, pp. 1313-1320, 2004
4. M. S. Kim, A. M. Lefcourt, K. Chao. Y. R. Chen. I. Kim and D. E. Chan, "Multispectral detection of fecal contamination on apples based on hyperspectral imagery: Part I. Application of visible and near-infrared reflectance imaging," American Society of Agricultural Engineers, Vol. 45, No. 6, pp. 2027-2037.
5. B. Cho, M. S. Kim, H. Lee, and S. R. Delwiche, "Infra-red imaging technology for detection of bruise damages of 'Shingo' pear," Proceedings of SPIE, Vol. 8027, pp. 1-7, 2011.