A Technical Analysis of Digital Image and Video Processing

被引:0
|
作者
Sahoo, Prasanta Kumar [1 ]
Gountia, Debasis [2 ]
Dash, Ranjan Kumar [1 ]
Mohammed, Jahangir [3 ]
机构
[1] OUTR, Dept Informat Technol, Bhubaneswar 751029, Orissa, India
[2] Odisha Univ Technol & Res, Sch Comp Sci, Bhubaneswar, India
[3] Nabarangpur Degree Coll, Dept Phys, Nabarangpur 764059, Orissa, India
关键词
CMOS; FPGA; gesticulations; image processing; multimedia; signal processing; super resolution; video processing; HIGH-RESOLUTION RECONSTRUCTION; SUPERRESOLUTION IMAGE; ACTION RECOGNITION; MOTION; NOISY;
D O I
10.1080/02564602.2023.2262418
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Video processing is the most emergent area of image processing in Research and Development. This paper, we present some advanced technology interrelated to video and image processing, which will provide a super-resolution high-quality most prominent visible light video for better human visualization and background motions or gesticulations of the human brain. There are two approaches for increasing the current resolution level of an image. The first one is the improvement of spatial resolution by reducing the size of pixels through the techniques of sensor manufacturing by about 40 Mm(2) for a 0.35 Mm CMOS process and the second approach is the enhancement of chip size that also enhances the capacitance. In video processing, we mainly focus on object images, i.e. any form of signal processing in which the input is an image and the output is a photograph or a frame of video. So, it will be better to converge over techniques of digital image processing. In the proposed algorithm (MHI Simulink model), edge extraction is performed to find the precious area of MRI and CT-Scan images. Using FPGA, edge detection methods have been implemented over scanned images to get better accuracy. The accuracy of the proposed method has been compared with Prewitt and Sobel's edge detection techniques. The proposed method has given better accuracy than Prewitt and Sobel methods. Finally, this paper shows future directions for researchers to enhance the characteristics of digital image and video processing.
引用
收藏
页码:420 / 430
页数:11
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