Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With the advances in wireless communications and embedded systems, efficient storage and transmission of images and video over limited bandwidth is required. Novel image compression techniques need to be investigated; an artificial neural networks subsampling image compression method is presented using the Al-Alaoui backpropagation algorithm is used [1-5]. The Al-Alaoui algorithm is a ighted mean-square-error (MSE) approach to pattern recognition. It employs cloning of the erroneously classified samples to increase the population of their corresponding classes. Using the Al-Alaoui backpropagation, obtained simulation results show a faster convergence rate, zero misclassified pixels and an improvement in PSNR around 2 dB.
['Rony Ferzli', 'Mohamad Adnan Al-Alaoui']
I am writing a research paper on a idea Subsampling Image Compression using Al-Alaoui Backpropagation Algorithm
[{"from": "human", "value": "I am writing a research paper on a idea Subsampling Image Compression using Al-Alaoui Backpropagation Algorithm"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With the advances in wireless communications and embedded systems, efficient storage and transmission of images and video over limited bandwidth is required. Novel image compression techniques need to be investigated; an artificial neural networks subsampling image compression method is presented using the Al-Alaoui backpropagation algorithm is used [1-5]. The Al-Alaoui algorithm is a ighted mean-square-error (MSE) approach to pattern recognition. It employs cloning of the erroneously classified samples to increase the population of their corresponding classes. Using the Al-Alaoui backpropagation, obtained simulation results show a faster convergence rate, zero misclassified pixels and an improvement in PSNR around 2 dB."}]