A Novel Approach to Fast Image Filtering Algorithm of Infrared Images based on Intro Sort Algorithm
In this study we investigate the fast image filtering algorithm based on Intro sort algorithm and fast noise reduction of infrared images. Main feature of the proposed approach is that no prior knowledge of noise required. It is developed based on Stefan-Boltzmann law and the Fourier law. We also investigate the fast noise reduction approach that has advantage of less computation load. In addition, it can retain edges, details, text information even if the size of the window increases. Intro sort algorithm begins with Quick sort and switches to heap sort when the recursion depth exceeds a level based on the number of elements being sorted. This approach has the advantage of fast noise reduction by reducing the comparison time. It also significantly speed up the noise reduction process and can apply to real-time image processing. This approach will extend the Infrared images applications for medicine and video conferencing.
Keywords: Image filtering, Intro Sort, Infrared Images, Noise reduction, Digital Image Processing.
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ABOUT THE AUTHORS
Kapil Kumar Gupta
Kapil Kumar Gupta obtained his B. Tech (IT) degree in 2009 from JSS academy of technical education, Noida, Uttar Pradesh, India . He is currently a student of M. Tech ( CSE) from Integral University, Lucknow and Astt. Professor in Department of Information Technology, Goel Institute of technology and management, Lucknow. Uttar Pradesh, India. His main research interest is in the field of Image Processing, Design and analysis of algorithms, etc.. He is a Member of CSTA.
Kapil Kumar Gupta
Kapil Kumar Gupta obtained his B. Tech (IT) degree in 2009 from JSS academy of technical education, Noida, Uttar Pradesh, India . He is currently a student of M. Tech ( CSE) from Integral University, Lucknow and Astt. Professor in Department of Information Technology, Goel Institute of technology and management, Lucknow. Uttar Pradesh, India. His main research interest is in the field of Image Processing, Design and analysis of algorithms, etc.. He is a Member of CSTA.
M. Rizwan Beg
Prof. Dr. M. Rizwan Beg is M. Tech & Ph.D in Computer Sc. & Engg. Presently he is working as Professor & Head Deptt. Of Computer Sc. & Engg. and Information Technology of Integral University Lucknow, Uttar Pradesh, India. He is having more than 16 years of experience which includes around 14 years of teaching experience. His area of expertise is Software Engg., Requirement Engineering, Software Quality, and Software Project Management. He has published more than 40 Research papers in International Journals & Conferences. Presently 8 research scholars are pursuing their Ph.D in his supervision. Dr. Beg is Associate Editor in Chief of Advancement in Computing Technology & is also member of editorial board for various other International & National Journals. He is member of large member of International professional societies & also member of Advisory Board for various institutions in India. He chaired a no. of workshops, seminars & National Conference.
M. Rizwan Beg
Prof. Dr. M. Rizwan Beg is M. Tech & Ph.D in Computer Sc. & Engg. Presently he is working as Professor & Head Deptt. Of Computer Sc. & Engg. and Information Technology of Integral University Lucknow, Uttar Pradesh, India. He is having more than 16 years of experience which includes around 14 years of teaching experience. His area of expertise is Software Engg., Requirement Engineering, Software Quality, and Software Project Management. He has published more than 40 Research papers in International Journals & Conferences. Presently 8 research scholars are pursuing their Ph.D in his supervision. Dr. Beg is Associate Editor in Chief of Advancement in Computing Technology & is also member of editorial board for various other International & National Journals. He is member of large member of International professional societies & also member of Advisory Board for various institutions in India. He chaired a no. of workshops, seminars & National Conference.
Jitendra Kumar Niranjan
Jitendra Kumar Niranjan has obtained his M.Tech (Information System) degree in 2011 from Delhi Technological University,Delhi, India. He is currently working as Astt. Professor in IMS Engineering College Ghaziabad. His main research interest is in the field of Image Processing, and Cloud computing.
Jitendra Kumar Niranjan
Jitendra Kumar Niranjan has obtained his M.Tech (Information System) degree in 2011 from Delhi Technological University,Delhi, India. He is currently working as Astt. Professor in IMS Engineering College Ghaziabad. His main research interest is in the field of Image Processing, and Cloud computing.
Kapil Kumar Gupta
Kapil Kumar Gupta obtained his B. Tech (IT) degree in 2009 from JSS academy of technical education, Noida, Uttar Pradesh, India . He is currently a student of M. Tech ( CSE) from Integral University, Lucknow and Astt. Professor in Department of Information Technology, Goel Institute of technology and management, Lucknow. Uttar Pradesh, India. His main research interest is in the field of Image Processing, Design and analysis of algorithms, etc.. He is a Member of CSTA.
Kapil Kumar Gupta
Kapil Kumar Gupta obtained his B. Tech (IT) degree in 2009 from JSS academy of technical education, Noida, Uttar Pradesh, India . He is currently a student of M. Tech ( CSE) from Integral University, Lucknow and Astt. Professor in Department of Information Technology, Goel Institute of technology and management, Lucknow. Uttar Pradesh, India. His main research interest is in the field of Image Processing, Design and analysis of algorithms, etc.. He is a Member of CSTA.
M. Rizwan Beg
Prof. Dr. M. Rizwan Beg is M. Tech & Ph.D in Computer Sc. & Engg. Presently he is working as Professor & Head Deptt. Of Computer Sc. & Engg. and Information Technology of Integral University Lucknow, Uttar Pradesh, India. He is having more than 16 years of experience which includes around 14 years of teaching experience. His area of expertise is Software Engg., Requirement Engineering, Software Quality, and Software Project Management. He has published more than 40 Research papers in International Journals & Conferences. Presently 8 research scholars are pursuing their Ph.D in his supervision. Dr. Beg is Associate Editor in Chief of Advancement in Computing Technology & is also member of editorial board for various other International & National Journals. He is member of large member of International professional societies & also member of Advisory Board for various institutions in India. He chaired a no. of workshops, seminars & National Conference.
M. Rizwan Beg
Prof. Dr. M. Rizwan Beg is M. Tech & Ph.D in Computer Sc. & Engg. Presently he is working as Professor & Head Deptt. Of Computer Sc. & Engg. and Information Technology of Integral University Lucknow, Uttar Pradesh, India. He is having more than 16 years of experience which includes around 14 years of teaching experience. His area of expertise is Software Engg., Requirement Engineering, Software Quality, and Software Project Management. He has published more than 40 Research papers in International Journals & Conferences. Presently 8 research scholars are pursuing their Ph.D in his supervision. Dr. Beg is Associate Editor in Chief of Advancement in Computing Technology & is also member of editorial board for various other International & National Journals. He is member of large member of International professional societies & also member of Advisory Board for various institutions in India. He chaired a no. of workshops, seminars & National Conference.
Jitendra Kumar Niranjan
Jitendra Kumar Niranjan has obtained his M.Tech (Information System) degree in 2011 from Delhi Technological University,Delhi, India. He is currently working as Astt. Professor in IMS Engineering College Ghaziabad. His main research interest is in the field of Image Processing, and Cloud computing.
Jitendra Kumar Niranjan
Jitendra Kumar Niranjan has obtained his M.Tech (Information System) degree in 2011 from Delhi Technological University,Delhi, India. He is currently working as Astt. Professor in IMS Engineering College Ghaziabad. His main research interest is in the field of Image Processing, and Cloud computing.
