Ghost detection and removal for high dynamic range images: Recent advances
نویسندگان
چکیده
High dynamic range (HDR) image generation and display technologies are becoming increasingly popular in various applications. A standard and commonly used approach to obtain an HDR image is the multiple exposures fusion technique which consists of combining multiple images of the same scene with varying exposure times. However, if the scene is not static during the sequence acquisition, moving objects manifest themselves as ghosting artefacts in the final HDR image. Detecting and removing ghosting artefacts is an important issue for automatically generating HDR images of dynamic scenes. The aim of this paper is to provide an up-to-date review of the recently proposed methods for ghost-free HDR image generation. Moreover, a classification and comparison of the reviewed methods is reported to serve as a useful guide for future research on this topic.
منابع مشابه
Ghost and Noise Removal in Exposure Fusion for High Dynamic Range Imaging
For producing a single high dynamic range image (HDRI), multiple low dynamic range images (LDRIs) are captured with different exposures and combined. In high dynamic range (HDR) imaging, local motion of objects and noise in a set of LDRIs can influence a final HDRI: local motion of objects causes the ghost artifact and LDRIs, especially captured with under-exposure, make the final HDRI noisy. I...
متن کاملGhost-Free High Dynamic Range Imaging
Most high dynamic range image (HDRI) algorithms assume stationary scene for registering multiple images which are taken under different exposure settings. In practice, however, there can be some global or local movements between images caused by either camera or object motions. This situation usually causes ghost artifacts which make the same object appear multiple times in the resultant HDRI. ...
متن کاملGhost removal in HDRI acquisition
This paper presents a fast, robust and completely automatic technique for creating high dynamic range images of non-static scenes. The technique is based on probability maps. These maps are calculated with comparison function from sequences of hand-held photographs. In practice, several basic problems occur when taking an image sequence. First, the camera is moving which causes images to misali...
متن کاملConstrain Propagation for Ghost Removal in High Dynamic Range Images
Creating high dynamic range images of non-static scenes is currently a challenging task. Carefully preventing strong camera shakes during shooting and performing image-registration before combining the exposures cannot ensure that the resulting hdr image is consistent. This is eventually due to the presence of moving objects in the scene that causes the so called ghosting artifacts. Different a...
متن کاملProbabilistic motion pixel detection for the reduction of ghost artifacts in high dynamic range images from multiple exposures
This paper presents an algorithm for compositing a high dynamic range (HDR) image from multi-exposure images, considering inconsistent pixels for the reduction of ghost artifacts. In HDR images, ghost artifacts may appear when there are moving objects while taking multiple images with different exposures. To prevent such artifacts, it is important to detect inconsistent pixels caused by moving ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Sig. Proc.: Image Comm.
دوره 27 شماره
صفحات -
تاریخ انتشار 2012