Fruit disease detection using color, texture analysis and ANN

Proceedings of the 2015 International Conference on Green Computing and Internet of Things, ICGCIoT 2015

Volumn , Issue , 2016, Pages 970-975

  Awate, Ashwini ^a   Deshmankar, Damini ^a   Amrutkar, Gayatri ^a   Bagul, Utkarsha ^a   Sonavane, Samadhan ^a  

^a Savitribai Phule Pune University   (India)

Author keywords

Artificial Neural Network; K means clustering; OpenCV; SURF

Indexed keywords

AGRICULTURE; CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; FRUITS; IMAGE PROCESSING; IMAGE SEGMENTATION; INTERNET; INTERNET OF THINGS; NEURAL NETWORKS; PATTERN MATCHING;

AGRICULTURAL INDUSTRIES; DISEASE DETECTION; IMAGE PROCESSING TECHNIQUE; K-MEANS CLUSTERING; K-MEANS CLUSTERING METHOD; OPENCV; SURF; TRADITIONAL SYSTEMS;

SEARCH ENGINES;

EID: 84966659493     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICGCIoT.2015.7380603     Document Type: Conference Paper

References (18)

1. Monica Jhuria, Ashwini Kumar, Rushikesh Borse "Image Processing for Smart Farming: Detection of Disease and Fruit Grading" Proceeding of the 2013 IEEE Second International Conference on Image Processing.
2. Sudhir Rao Rupanagudi, Ranjani B. S., Prathik Nagaraj, Varsha G. Bhat "A Cost Effective Tomato Maturity Grading System using Image Processing for Farmers" International Conference on Contemporary Computing and Information, 2014.
3. Shiv Ram Dubey, Anand Singh Jalal "Adapted Approach for Fruit Disease Identification using Images".
4. Manisha A. Bhange, Prof. H. A. Hingoliwala "A Review of Image Processing for Pomegranate Disease Detection" International Journal of Computer Science and Information Technologies, Vol. 6 (1), 2015, 92-94.
5. Hetal N. Patel, Dr. M. V. Joshi "Fruit Detection using Improved Multiple Features based Algorithm" International Journal of Computer Applications (0975-8887), Volume 13-No. 2, January 2011.
6. Abraham Gastélum-Barrios, Rafael A. Borquez-López, Enrique Rico-García, Manuel Toledano-Ayala and Genaro M. Soto-Zarazúa "Tomato Quality Evaluation with Image processing: A review" African Journal of Agricultural Research Vol. 6 (14), pp. 3333-3339, 18 July, 2011.
7. H. Al-Hiary, S. Bani-Ahmad, M. Reyalat, M. Braik and Z. ALRahamneh "Fast and Accurate Detection and Classification of Plant Diseases" International Journal of Computer Applications (0975-8887) Volume 17-No. 1, March 2011.
8. P. Vimala Devi and K. Vijayarekha "Machine Vision Application to Locate Fruits, Detect Defects and Remove Noise: A Review" Vol. 7 | No. 1 | 104-113| January-March | 2014.
9. Shiv Ram Dubey, A. S. Jalal "Detection and Classification of Apple Fruit Diseases using Complete Local Binary Patterns".
10. Rashmi Pandey, Sapan Naik, Roma Marfatia "Image Processing and Machine Learning for Automated Fruit Grading System: A Technical Review" International Journal of Computer Applications (0975-8887) Volume 81-No 16, November 2013.
11. Anshuka Srivastava, Swapnil Kumar Sharma "Development of a Robotic Navigator to Assist the Farmer in Field" Proceeding of the International Multi Conference of Engineers and Computer Scientists 2010 Vol. (2) IMECS 2010 March 17-19, Hong Kong.
12. Savita N. Ghaiwat, Parul Arora "Detection and Classification of Plant Leaf Diseases Using Image processing Techniques: A Review" International Journal of Recent Advances in Engineering & Technology (IJRAET) ISSN (Online): 2347-2812, Volume-2, Issue-3, 2014.
13. Anand H. Kulkarni, Ashwin Patil R. K. "Applying image processing technique to detect plant diseases" International Journal of Modern Engineering Research (IJMER) Vol. 2, Issue. 5, Sep-Oct. 2012 pp-3661-3664.
14. Pradnya Ravindra Narvekar, Mahesh Manik Kumbhar2, S. N. Patil "Grape Leaf Diseases Detection & Analysis using SGDM Matrix Method" International Journal of Innovative Research in Computer and Communication Engineering (An ISO 3237: 2007 certified organization) Vol. 2, Issue 3, March 2014.
15. Tejal Deshpande, Sharmila Sengupta, K. S. Raghuvanshi "Grading & Identification of Disease in Pomegranate Leaf and Fruit" International Journal of Computer Science and Information Technologies, Vol. 5 (3), 2014, 4638-4645.
16. Vinita Tajane, Prof. N. J. Janwe "Medicinal Plants Disease Identification Using Canny Edge Detection Algorithm, Histogram Analysis and CBIR" International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 6, June 2014.
17. Jayamala K. Patil, Raj Kumar "Advances in Image Processing for Detection of Plant Disease" Journal of Advanced Bioinformatics Applications and Research ISSN 0976-2604 Vol. 2, Issue 2, June-2011, pp 135-141.
18. Shiv Ram Dubey, Pushkar Dixit, Nishant Singh, Jay Prakash Gupta "Infected Fruit Part Detection using K-Means Clustering Segmentation Technique" International Journal of Artificial Intelligence and Interactive Multimedia, Vol. 2, 2013.