TAILIEUCHUNG - Offline marathi handwritten character recognition using SVM classifier based on cloud computing: Review

Freeman chain code histogram and Gradient feature extraction techniques are better because freeman chain code approach is robustness to small variation and easy to implement and the gradient technique can be easily used to gray scale images and are robust against image noise and edge direction fluctuation. SVM classifier is better than KNN and ANN classifier because of its complexity of training, flexibility, classification accuracy and complexity which is given bellow. | ISSN:2249-5789 Leena Y Rane et al , International Journal of Computer Science & Communication Networks,Vol 4(3),76-83 Offline Marathi Handwritten Character Recognition Using SVM Classifier Based on Cloud Computing: Review Sanjay S. Gharde Asst. Professor SSBT COET, Jalgaon sanjay_gharde358@ Mob:-9422344964 Abstract Handwritten recognition has been one of the active and challenging research areas in the field of image processing. However, most of the current work in these areas is limited to English and a few oriental languages with single computer. Many systems and classification algorithms have been proposed in the past years on handwritten characters recognition in various languages like English, Persian, Arabian and Devanagari scripts also. Researchers had been worked on Handwritten Devanagari characters by applying different techniques on single PC but using client and server recognize the Marathi handwritten character based on cloud computing is challenging. Previously researchers had been worked on online Chinese characters based on cloud computing. So, this research work has been conducted on offline Marathi Handwritten character based on cloud computing and this system is very important because person can access any data from anywhere. There are various feature extraction techniques and classifiers for recognition of Marathi characters but Freeman chain code histogram and Gradient feature extraction techniques are better because freeman chain code approach is robustness to small variation and easy to implement and the gradient technique can be easily used to gray scale images and are robust against image noise and edge direction fluctuation. SVM classifier is better than KNN and ANN classifier because of its complexity of training, flexibility, classification accuracy and complexity which is given bellow. Keywords Devnagari Marathi Character Recognition, Off-line Handwriting Recognition, Pre-processor, Feature Extraction, Image .

• Kỹ thuật lập trình
• International journal of computer science & communication networks
• Offline marathi handwritten character recognition
• SVM classifier based on cloud computing
• The gradient technique
• Gray scale images
• Distributed security system for mobile ad hoc computer networks
• Distributed security system
• Ad hoc computer networks
• The Blackhole attack
• Interactive multicast framework between wireless mesh networks and internet
• Interactive multicast framework
• Wireless mesh networks and internet
• The two networks
• Wireless mesh networks
• International Journal of Computer Science and Communication Networks
• Regeneration of ZVS converter with resonant inductor
• ZVS converter with resonant inductor
• Linear resonant inductor
• The design of a clamping circuit
• Multilayer coding mechanisms for broadcasting over mimo networks
• Multilayer coding mechanisms
• Broadcasting over mimo networks
• MultipleInput Multiple Output
• A robusat and efficient data transmission in adhoc networks
• Efficient data transmission in adhoc networks
• Efficient data access
• Simulation results reveal
• Self directed reconfigurable ADHOC networks
• Self directed reconfigurable
• Multi hop wireless mesh networks
• Frequent link failures
• QOS aware location anonymization mechanism for wireless sensor networks
• Wireless sensor networks
• The location privacy
• Challenges and issues in wireless sensor networks
• Intelligent transportation system
• Intelligent Transportation Systems technologies
• Various energy efficeint protocols for wireless sensor networks
• Various energy efficeint protocols
• Defence state of the art evaluation occurs organisation
• Energy occupancy in wireless sensor networks
• Contemporary technology for providing energy
• Charge multiple detector nodes in wireless manner
• TDOA computation using multicarrier modulation
• Multicarrier modulation for sensor networks
• Signal to Noise
• Centralised and DeCentralised methods
• OFDM for Sensor Networks
• The dynamic buffer sizing strategies
• 802
• 11 based wireless networks
• The bandwidth delay product
• Dynamic buffer sizing algorithms
• 11 wireless networks
• Attacks in mobile adhoc networks
• Various types of attacks in MANETs
• The network performance
• Mobile Ad hoc Networks
• Communication Approach towards domain name system for improving security
• Approach towards domain name system
• Domain name system
• TCP based rather than UDP
• Developments in indoor optical fiber wireless networks
• Cost effective indoor optical wireless systems
• Future high performance
• Types of Optical Wireless links
• Performance analysis of ARQ mechanism in wimax networks
• Performance analysis of ARQ mechanism
• Metrics like throughput
• Delay and jitter
• Performance study of bandwidth request mechanisms
• IEEE 802
• 16e networks
• Quality of service
• Bandwidth request grant scheme
• Medium access control
• Energy aware routing protocol
• Delay sensitive applications
• Energy Aware DSR
• EADSR protocol out performs DSR protoco
• Adapting sip protocol to Ad hoc networks
• Virtual Network for SIP
• Illustration and evaluation of performance
• Efficient cross layer congestion control adaptive routing protocol
• Adaptive routing protocol
• Mobile ad hoc networks in constrained environment
• Dynamic packet reservation multiple access protocol
• Speech transmission wireless adhoc networks
• The PRMA protocol for digital speech transmission
• Modeling protein interaction networks
• Monotonic answer set programming
• Describe a particular case
• General LASP frame work
• Supporting efficient and dynamic multicasting
• Multiple regions in mobile ad hoc networks
• Multiple regions in mobile
• Novel Efficient Geographic Multicast Protocol
• A survey on routing protocols
• Underwater sensor networks
• Entire underwater wireless sensor network
• High bit error rates
• Limited band width
• Oil well monitoring and control
• Wireless sensor networks using atmega 2560 controller
• Atmega 2560 controller
• Manual control system