Robust image processing algorithm for computational resource limited smart apple sunburn sensing system
Tài liệu tham khảo
USDA, NAAS. Statistics of Fruits, Tree Nuts, and Horticultural Specialties. Link: https://www.nass.usda.gov/Publications/Ag_Statistics/2016/Chapter05.pdf; 2016.
Schrader, 2008, Heat and light-induced apple skin disorders: causes and prevention, vol. 772, 51
Piskolczi, 2004, A review of the meteorological causes of sunburn injury on the surface of apple fruit (Malus Domestica Borkh), J Fruit Ornam Plant Res, 12
Felicetti, 2008, Photooxidative sunburn of apples: characterization of a third type of apple sunburn, Int J Fruit Sci, 8, 160, 10.1080/15538360802526472
Racsko, 2012, Sunburn of apple fruit: historical background, recent advances and future perspectives, Crit Rev Plant Sci, 31, 455, 10.1080/07352689.2012.696453
Mendoza, 2015
Schrader, 2001, Two types of sunburn in apple caused by high fruit surface (Peel) temperature, Plant Health Prog, 10, 1
Schrader, 2003, Environmental stresses that cause sunburn of apple, Acta Hortic, 618, 397, 10.17660/ActaHortic.2003.618.47
Makeredza, 2013, Water stress increases sunburn in ‘Cripps’ Pink’ apple, HortScience, 48, 444, 10.21273/HORTSCI.48.4.444
Parchomchuk, 1996, Orchard cooling with pulsed overtree irrigation to prevent solar injury and improve fruit quality of ‘Jonagold’ apples, HortScience, 31, 802, 10.21273/HORTSCI.31.5.802
Glenn, 2002, A reflective, processed-kaolin particle film affects fruit temperature, radiation reflection, and solar injury in apple, J Am Soc Hortic Sci, 127, 188, 10.21273/JASHS.127.2.188
McCaskill, 2016, How hail netting reduces apple fruit surface temperature: A microclimate and modelling study, Agric For Meteorol, 226, 148, 10.1016/j.agrformet.2016.05.017
Han, 2018, Numerical modeling of forced-air cooling of palletized apple: Integral evaluation of cooling efficiency, Int J Refrig, 89, 131, 10.1016/j.ijrefrig.2018.02.012
Liu, 2006, Regulating field microclimate using sprinkler misting under hot-dry windy conditions, Biosyst Eng, 95, 349, 10.1016/j.biosystemseng.2006.07.010
Chandel, 2018, Thermal-RGB imager derived in-field apple surface temperature estimates for sunburn management, Agric For Meteorol, 253, 132, 10.1016/j.agrformet.2018.02.013
Oerke, 2006, Thermal imaging of cucumber leaves affected by downy mildew and environmental conditions, J Exp Bot, 57, 2121, 10.1093/jxb/erj170
Gómez-Candón, 2016, Field phenotyping of water stress at tree scale by UAV-sensed imagery: new insights for thermal acquisition and calibration, Precis Agric, 17, 786, 10.1007/s11119-016-9449-6
Leinonen, 2004, Combining thermal and visible imagery for estimating canopy temperature and identifying plant stress, J Exp Bot, 55, 1423, 10.1093/jxb/erh146
Bulanon, 2008, Study on temporal variation in citrus canopy using thermal imaging for citrus fruit detection, Biosyst Eng, 101, 161, 10.1016/j.biosystemseng.2008.08.002
Li, 2014, Modeling apple surface temperature dynamics based on weather data, Sensors (Basel), 14, 20217, 10.3390/s141120217
Wang, 2015, An improved contour symmetry axes extraction algorithm and its application in the location of picking points of apples, Span J Agric Res, 13, 0205, 10.5424/sjar/2015131-6181
Sural, 2002, Segmentation and histogram generation using the HSV color space for image retrieval, 589
Stajnko, 2004, Estimation of number and diameter of apple fruits in an orchard during the growing season by thermal imaging, Comput Electron Agric, 42, 31, 10.1016/S0168-1699(03)00086-3
Kavdir, 2002, Apple sorting using artificial neural networks and spectral imaging, Trans ASAE, 45, 1995, 10.13031/2013.11411
Inkyu, 2016, DeepFruits: A fruit detection system using deep neural networks, Sensors (Basel), 16, 1222, 10.3390/s16081222
Lal, 2017, Identification and counting of mature apple fruit based on BP feed forward neural network, 361
Shaik, 2015, Comparative study of skin color detection and segmentation in HSV and YCbCr color space, Procedia Comput Sci, 57, 41, 10.1016/j.procs.2015.07.362
Mendoza, 2006, Calibrated color measurements of agricultural foods using image analysis, Postharvest Biol Technol, 41, 285, 10.1016/j.postharvbio.2006.04.004
Kaur, 2012, Comparison between YCbCr color space and CIELab color space for skin color segmentation, Int J Appl Inf Syst, 3, 30
Schwarz, 1987, An experimental comparison of RGB, YIQ, LAB, HSV, and opponent color models, ACM Trans Graph, 6, 123, 10.1145/31336.31338
Cheng, 2001, Color image segmentation: advances and prospects, Pattern Recognit, 34, 2259, 10.1016/S0031-3203(00)00149-7
Alnaji, 2011, A novel clustering algorithm using k-means (CUK), Methods, 25, 25
Zahra, 2015, Novel centroid selection approaches for KMeans-clustering based recommender systems, Inf Sci, 320, 156, 10.1016/j.ins.2015.03.062
Peng, 2018, Clustering approach based on mini batch kmeans for intrusion detection system over big data, IEEE Access, 6, 11897, 10.1109/ACCESS.2018.2810267
Meyer, 2008, Verification of color vegetation indices for automated crop imaging applications, Comput Electron Agric, 63, 282, 10.1016/j.compag.2008.03.009
Zhou, 2012, Using colour features of cv. ‘Gala’ apple fruits in an orchard in image processing to predict yield, Precis Agric, 13, 568, 10.1007/s11119-012-9269-2
Si, 2015, Location of apples in trees using stereoscopic vision, Comput Electron Agric, 112, 68, 10.1016/j.compag.2015.01.010
Rossl, 2000, Extraction of feature lines on triangulated surfaces using morphological operators, 71
Navon, 2005, Color image segmentation based on adaptive local thresholds, Image Vis Comput, 23, 69, 10.1016/j.imavis.2004.05.011
Cuisenaire, 1999
Veta, 2011, Marker-controlled watershed segmentation of nuclei in H&E stained breast cancer biopsy images, 618
Phillips LA. Infrared thermography on the spot: Because size does matter. Link: http://www.lenphillips.com/images/FEATURES/SPOT_SIZE.pdf; 2013.
Felice, 2018, Drone high resolution infrared imaging of the Lusi mud eruption, Mar Pet Geol, 98, 38, 10.1016/j.marpetgeo.2017.10.025
Harvey P. Enhancement: extract binary data from FLIR radiometric jpg. ExifTool Forum. Link: http://u88.n24.queensu.ca/exiftool/forum/index.php?topic=4898.60; 2013.
Saudreau, 2007, A 3D model for simulating the spatial and temporal distribution of temperature within ellipsoidal fruit, Agric For Meteorol, 147, 1, 10.1016/j.agrformet.2007.06.006
García-Lamont, 2018, Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity, Neural Comput Appl, 30, 871, 10.1007/s00521-016-2714-9
Hellebrand, 2001, Determination of thermal emissivity and surface temperature distribution of horticultural products, 1