Novel Approach for Image Denoising using HIPI - Softcover

Sharma, Nidhi; Bagga, Sachin

Softcover

ISBN 10: 6139587441 ISBN 13: 9786139587445

Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

Noise Reduction and Optimize of Resources at each level of the supply chain is a hard optimization problem especially, where the knowledge base generated from large datasets. Digital Image Processing and Image Data Science are prime areas where optimization and noisy data sets problems are occurred due to mutation, the uncertainty of input, and versatility of nature. Noise Reduction Algorithm provides the modulate solution for optimization problems related to image processing industry. The proposed work (HIPID: Hadoop Image Processing Interface Denoising) in which MapReduce tasks work on In-Situ computations in which computations are moving towards the data which reduces the execution time of copying data again and again. The purposed work includes the study of distributed systems, noise reduction techniques in image processing to reduce the noise in images by an adaptive filter with the optimization. Further purposed approach applies to HIPI environment to analyze the execution time, PSNR and MSE of images, to achieve better PSNR for qualitative visual outputs.

Über diesen Titel

Über die Autorin bzw. den Autor

Clearing GATE multiple time Prof. Nidhi Sharma is having great expertise in CSE subjects and have done good publications in Elsevier.Prof. Sachin Bagga is having experience of about 10 years and has done publications in IEEE, Springer, Elsevier.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2018
• Sprache: Englisch
• ISBN 10: 6139587441
• ISBN 13: 9786139587445
• Einband: Taschenbuch
• Anzahl der Seiten: 72
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: SIA OmniScriptum Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland