Image classification using Deep Learning & Swarm Intelligence

ISBN-13: 9786204716299 / Angielski / Miękka / 104 str.

T. Venkata Ramana

Opis

It is very difficult to classify the images, identifying the objects in the image etc. After identifying the objects in the images, classification of the images based on the objects into different categories is the current area that is focused in this book. To classify the objects exactly, it should be deeply analysed. With the existing methods, high classification accuracy is not achieved. this book concentrated on the latest technologies like Swarm Intelligence and Deep learning to achieve high accuracy in classifying the images. To have the exact classification of the images a new method should be identified which is used to identify and classify the images. Deep learning is self learning process as it goes deep by filtering information through multiple hidden layers. Combination of Swarm intelligence and Deep learning is used in classification of images.

O autorze

Ramana, T. VenkataDr. T. Venkata Ramana completed his M.Sc Computer Science in the year 2000 from Swami Ramanand Teerth Marathwada University - Nanded (SRTMUN), M.Tech from CBIT, Osmania University in the year 2008. Completed Research from JNTU Hyderabad and achieved Ph.D in the field of Image Processing. Interested areas are network security, cloud computing etc.