Huafei Ma
Biographic Data
| ID | 8968917 |
|---|---|
| NAME | Huafei Ma |
| GIVEN NAMES | Huafei |
| FAMILY NAME | Ma |
| SIGNATURE | MA H |
| AFFILIATIONS | Naresuan University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Fine-Grained Visual Art Analysis via Yolov9 and K-Means
Using the most recent YOLOv9 model and optimized K-means clustering for adaptive feature extraction and objective classification, this research suggests a universal framework for fine-grained visual art analysis. With an emphasis on eliminating subjectivity in conventional visual art analysis, the framework converts qualitative artistic qualities into quantifiable parameters by quantifying 12 fundamental morphological features, such as line curva…
No prominent works on this page.
Fine-Grained Visual Art Analysis via Yolov9 and K-Means
Using the most recent YOLOv9 model and optimized K-means clustering for adaptive feature extraction and objective classification, this research suggests a universal framework for fine-grained visual art analysis. With an emphasis on eliminating subjectivity in conventional visual art analysis, the framework converts qualitative artistic qualities into quantifiable parameters by quantifying 12 fundamental morphological features, such as line curva…
Aesthetic Perception and Analysis (1 work) · Art History and Market Analysis (1 work) · Cluster analysis (1 work) · Feature extraction (1 work) · Generative Adversarial Networks and Image Synthesis (1 work) · Painting (1 work) · Silhouette (1 work) · Visualization (1 work)