Name
Abstract | ||
|---|---|---|
This paper presents a robust and fast algorithm for automatically generating high dynamic range (HDR) images in presence of camera movement and moving objects. This scheme comprises five modules: 1) image alignment, 2) estimation of camera response function (CRF) in dynamic scenes, 3) moving object detection, 4) progressive image correction, and 5) construction of HDR images. The key advantage of the algorithm is the ability to generate HDR images without ghost artifact. The proposed algorithm is fast as it is a one-shot solution without iterative computation and post-processing or even manual operation. Experimental results demonstrate that the proposed method outperforms the existing commercial products. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1109/ICIP.2010.5654196 | ICIP |
Keywords | Field | DocType |
camera response function,image processing,automatic image generation,detection of moving objects,camera movement,progressive image correction,hdr imaging,dynamic scenes,robust algorithm,cameras,object detection,ghost artifact,moving object detection,anti-ghosting algorithm,image alignment,high dynamic range imaging,robustness,pixel,estimation,dynamic range | Computer science,Image processing,Robustness (computer science),Artificial intelligence,Object detection,Computer vision,Dynamic range,Pattern recognition,Algorithm,Pixel,High-dynamic-range imaging,High dynamic range,Ghosting | Conference |
ISSN | ISBN | Citations |
1522-4880 E-ISBN : 978-1-4244-7993-1 | 978-1-4244-7993-1 | 12 |
PageRank | References | Authors |
0.78 | 3 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shiqian Wu | 1 | 1347 | 85.75 |
| Shoulie Xie | 2 | 177 | 20.80 |
| Susanto Rahardja | 3 | 652 | 102.05 |
| Z. Li | 4 | 1578 | 164.19 |