I started my research for crop identification at regional level ( district level in a state) using remote sensing images. objectives : 1. To address mixed pixel problem of traditional classifiers 2. Using artificial neural network and fuzzy based classifier. Here , i need ur kind help from beginning like 1. how to process remote sensing images & which satellite images to consider. 2. how to Preprocess (methods)the image 3. what are the features to be extracted. 4. what methods of ANN and fuzzy to used 5. methods to validate accuracy 6.. Guidelines from step 1 to step 5 7.material to refer . i.e to process remote sensing images
Experiment your work with Deep neural network with its variations...
You can try to train several nets for solving small fractions of the problem. This will provide you with an improved performance.
Good Luck!
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Hi You can proceed with K Mean Nearest ...i hope as per your information this will work for you.
Good Luck!
Dear Researcher
please check the following papers, I hope it will help you.
regards
Aydin
1.https://www.researchgate.net/publication/306048088_Optimizing_radio_frequency_identification_network_planning_through_ring_probabilistic_logic_neurons?ev=prf_pub
2.https://www.researchgate.net/publication/303402995_Modeling_Mechanical_Properties_of_FSW_Thick_Pure_Copper_Plates_and_Optimizing_It_Utilizing_Artificial_Intelligence_Techniques?ev=prf_pub
3.https://www.researchgate.net/publication/272572353_Introducing_Neural_Networks_as_a_Computational_Intelligent_Technique?ev=prf_pub
4.https://www.researchgate.net/publication/271978253_Modeling_of_Melatonin_Behavior_in_Major_Depression_A_Fuzzy_Logic_Modeling?ev=prf_pub
5.https://www.researchgate.net/publication/269375972_Intelligent_Mobile_Robot_Navigation_in_an_Uncertain_Dynamic_Environment?ev=prf_pub
6.https://www.researchgate.net/publication/224132638_Modeling_of_forced_dermal_wound_healing_using_intelligent_techniques?ev=prf_pub
7.https://www.researchgate.net/publication/224132561_Optimizing_fuzzy_logic_controller_for_diabetes_type_I_by_genetic_algorithm?ev=prf_pub
Article Optimizing radio frequency identification network planning t...
Article Modeling Mechanical Properties of FSW Thick Pure Copper Plat...
Article Introducing Neural Networks as a Computational Intelligent Technique
Article Modeling of Melatonin Behavior in Major Depression: A Fuzzy ...
Article Intelligent Mobile Robot Navigation in an Uncertain Dynamic ...
Conference Paper Modeling of forced dermal wound healing using intelligent techniques
Conference Paper Optimizing fuzzy logic controller for diabetes type I by gen...
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