Improving resolution by image registration
CVGIP: Graphical Models and Image Processing
A survey of image registration techniques
ACM Computing Surveys (CSUR)
Creating full view panoramic image mosaics and environment maps
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Range Imaging With Adaptive Color Structured Light
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unconstrained Automatic Image Matching Using Multiresolutional Critical-Point Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
IEEE Computer Graphics and Applications
What Can Be Known about the Radiometric Response from Images?
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Iterative multi-scale registration without landmarks
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Color Stereo Vision Using Hierarchical Block Matching and Active Color Illumination
ICPR '96 Proceedings of the 1996 International Conference on Pattern Recognition (ICPR '96) Volume I - Volume 7270
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
Determining the Camera Response from Images: What Is Knowable?
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Ensuring Color Consistency across Multiple Cameras
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Multisensor Image Registration via Implicit Similarity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image deblurring with blurred/noisy image pairs
ACM SIGGRAPH 2007 papers
IEEE Transactions on Computers
Sequential Hierarchical Scene Matching
IEEE Transactions on Computers
Optimised coupling of hierarchies in image registration
Image and Vision Computing
Speeded-Up Robust Features (SURF)
Computer Vision and Image Understanding
Fast image registration by hierarchical soft correspondence detection
Pattern Recognition
A multi-resolution area-based technique for automatic multi-modal image registration
Image and Vision Computing
Space-variant deblurring using one blurred and one underexposed image
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A pyramid approach to subpixel registration based on intensity
IEEE Transactions on Image Processing
Efficient, robust, and fast global motion estimation for video coding
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Disparity-based space-variant image deblurring
Image Communication
Disparity-based space-variant image deblurring
Image Communication
Information Sciences: an International Journal
Hi-index | 0.00 |
Recently the camera resolution has been highly increased, and the registration between high-resolution images is computationally expensive even by using hierarchical block matching. This paper presents a novel optimized hierarchical block matching algorithm in which the computational cost is minimized for the scale factor and the number of levels in the hierarchy. The algorithm is based on a generalized version of the Gaussian pyramid and its inter-layer transformation of coordinates. The search window size is properly determined to resolve possible error propagation in hierarchical block matching. In addition, we also propose a simple but effective method for aligning colors between two images based on color distribution adjustment as a preprocessing. Simplifying a general color imaging model, we show much of the color inconsistency can be compensated by our color alignment method. The experimental results show that the optimized hierarchical block matching and color alignment methods increase the block matching speed and accuracy, and thus improve image registration. Using our algorithm, it takes about 1.28s for overall registration process with a pair of images in 5 mega-pixel resolution.