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- ArticleFebruary 2010
Vehicle Detection and Shape Recognition Using Optical Sensors: A Review
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 223–227https://doi.org/10.1109/ICMLC.2010.73Optical systems are well suited for traffic observation and management. The real-time requirements can be met by implementation of appropriate image processing algorithms in hardware. Being one of the most important applications of optical sensors, ...
- ArticleFebruary 2010
Image Registration Using Radial Basis Function
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 210–212https://doi.org/10.1109/ICMLC.2010.66Radial basis function(RBF) is used to register source image with target image. Training the RBF network is done with inputs as X,Y co-ordinates of the characteristic points from source and target images. The target output in the output layer is taken as ...
- ArticleFebruary 2010
Adapting Moments for Handwritten Kannada Kagunita Recognition
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 125–129https://doi.org/10.1109/ICMLC.2010.51The Handwriting character recognition (HCR) for Indian Languages is an important problem where there is relatively little work has been done. In this paper, we investigate the use of moments features on Kannada Kagunita. Kannada characters are curved in ...
- ArticleFebruary 2010
Recognition of Faces Using Improved Principal Component Analysis
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 198–201https://doi.org/10.1109/ICMLC.2010.48Face recognition has been an important issue in computer vision and pattern recognition over the last several decades. While a human can recognize faces easily, automated face recognition remains a great challenge in computer-based automated recognition ...
- ArticleFebruary 2010
Video Coding Technique Using Swarm Intelligence in 3-D Dual Tree Complex Wavelet Transform
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 174–178https://doi.org/10.1109/ICMLC.2010.39Video compression plays an important role in video signal processing, transmission and storage. Since the available bandwidth for transmission is very limited, Multimedia Applications such as video conferencing, video on demand, video telephony and ...
- ArticleFebruary 2010
Color Image Restoration Based on Split Bregman Iteration Algorithm
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 184–187https://doi.org/10.1109/ICMLC.2010.22In this paper, we modify the Split Bregman algorithm for color image restoration with the edge-preserving color image total variation model. The observed blurred images are assumed to be degraded by within channel and cross channel blurs. Our proposed ...
- ArticleFebruary 2010
Facial Gesture Identification Using Lip Contours
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 3–7https://doi.org/10.1109/ICMLC.2010.13This paper describes a robust technique to determine happy/sad/neutral facial gestures of humans by processing an image containing human face. It aims to do away with the cumbersome process of training the computer with images and thereby significantly ...
- ArticleFebruary 2010
Real-Time Robotic Hand Control Using Hand Gestures
ICMLC '10: Proceedings of the 2010 Second International Conference on Machine Learning and ComputingPages 12–16https://doi.org/10.1109/ICMLC.2010.12this paper presents a new approach for controlling robotic hand or an individual robot by merely showing hand gestures in front of a camera. With the help of this technique one can pose a hand gesture in the vision range of a robot and corresponding to ...