Hilbert vibration decomposition based image fusion

• Published in: Electronics letters Vol. 52; no. 19; pp. 1605 - 1607
• Main Authors: Saxena, N, Sharma, K.K
• Format: Journal Article
• Language: English
• Published: The Institution of Engineering and Technology 15.09.2016
• Subjects: Amplitudes; Computer vision; Decomposition; Electronics; frequency components; fusion quality metrics; Hilbert transforms; Hilbert vibration decomposition based image fusion; HVD based image fusion scheme; Image and vision processing and display technology; image fusion; Image processing; Image quality; instantaneous amplitude; performance evaluation; source images; Vibration; instantaneous amplitude; source images; frequency components; image fusion; Hilbert vibration decomposition based image fusion; performance evaluation; Hilbert transforms; HVD based image fusion scheme; fusion quality metrics
• ISSN: 0013-5194; 1350-911X; 1350-911X
• DOI: 10.1049/el.2016.2270

The image fusion plays a crucial role in many fields such as remote sensing, medical and robotics applications. In this Letter, a novel Hilbert vibration decomposition (HVD) based image fusion scheme is proposed. The HVD decomposes the source images into instantaneous amplitude and frequency components with decreasing energy values. Amplitude components of the first and second signals in the decomposition of the source images are used to generate the fused images using appropriate fusion rule. Performance evaluation of fused images is done by computing fusion quality metrics and the fusion results are compared with other existing fusion schemes. It is seen that the performance of the proposed scheme is better as compared with the existing fusion schemes.