DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM
📄 Project Abstract
Biometric fingerprint images require substantial storage, transmission and computation costs, thus their compression is advantageous to reduce these requirements. This research work presents a novel approach to biometric fingerprint image compression by the innovative application of non-uniform quantization scheme in combination with level-dependent threshold strategy applied to wavelet transformation as opposed to the widely used uniform quantization scheme. Comparative analysis of Coiflet wavelets implemented with level dependent thresholds and Daubechies wavelets were conducted on the basis of percentage retained energy, RE (%). The RE (%) values for Coiflet wavelet ranged from 99.32% to 99.69% as opposed to the values for Daubechies wavelet which ranged from 98.45% to 99.15%. These results revealed that the Coiflet wavelet bases performed better than the Daubechies wavelet. Hence, the choice of Coiflet wavelet for image transformation in the proposed compression algorithm was justi...
🔍 Key Research Areas Covered
- ✅ Literature Review & Theoretical Framework
- ✅ Research Methodology & Data Collection
- ✅ Data Analysis & Statistical Methods
- ✅ Findings & Results Discussion
- ✅ Recommendations & Conclusions
- ✅ References & Bibliography
📚 Complete Project Structure
- Problem Statement & Objectives
- Theoretical Framework & Related Studies
- Data Collection & Analysis Methods
- Findings & Statistical Analysis
- Recommendations & Future Research
- Questionnaires, Data, References
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DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM
Full Citation:
ELECTRICAL AND COMPUTER ENGINEERING. (). DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM. African and General Studies, 40, 14858.
Citation Formats:
APA
ELECTRICAL AND COMPUTER ENGINEERING. (). DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM. African and General Studies, 40, 14858.
MLA
ELECTRICAL AND COMPUTER ENGINEERING. "DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM." African and General Studies, vol. 40, , pp. 14858.
Chicago
ELECTRICAL AND COMPUTER ENGINEERING. "DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM." African and General Studies 40 (): 14858.
Full Citation:
ELECTRICAL AND COMPUTER ENGINEERING. (). DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM. African and General Studies, 40, 14858.
Citation Formats:
APA
ELECTRICAL AND COMPUTER ENGINEERING. (). DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM. African and General Studies, 40, 14858.
MLA
ELECTRICAL AND COMPUTER ENGINEERING. "DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM." African and General Studies, vol. 40, , pp. 14858.
Chicago
ELECTRICAL AND COMPUTER ENGINEERING. "DEVELOPMENT OF AN IMPROVED APPROACH TO BIOMETRIC FINGERPRINT IMAGE COMPRESSION USING COIFLET SIGNAL TRANSFORMATION ALGORITHM." African and General Studies 40 (): 14858.
Document Details
| Author | ELECTRICAL AND COMPUTER ENGINEERING |
|---|---|
| 📁 Field | Electrical And Computer Engineering Project Topics |
| 🏷️ Type | Engineering Project Topics |
| Pages | 147 Pages |
| Words | 32136 words |
| 📘 Chapters | 1 to 5 Chapters |