Parallel and efficient approximate nearest patch matching for image editing applications
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Summary
A novel GPU-based patch matching method which efficiently finds approximate nearest neighbor correspondences for patches between images by reducing the search space of patch direction by estimating a coherent feature direction field for each image and computing the similarity between patches with a direction-aware alignment scheme.
- Type
- article
- Published
- 2018-08-01
- Cited by
- 46
- References
- 58
- OpenAlex
- https://openalex.org/W2801410648
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:44125599
Keywords
Computer science, Matching (statistics), Artificial intelligence, Image (mathematics), Nearest neighbor search
References
- Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search
- Directional texture transfer with edge enhancement
- Texture optimization for example-based synthesis
- Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval
- Image melding
- Multidimensional Orientation Estimation with Applications to Texture Analysis and Optical Flow
- Feature-based motion compensated interpolation for frame rate up-conversion
- PatchMatch: a randomized correspondence algorithm for structural image editing
- Image quilting for texture synthesis and transfer
- Intrinsic Image Decomposition Using Optimization and User Scribbles
- Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction
- Seam Carving for Content-Aware Image Resizing
- PatchTable
- A GPU Laplacian solver for diffusion curves and Poisson image editing
- Fully affine invariant SURF for image matching
- Image Completion Approaches Using the Statistics of Similar Patches
- Image completion using planar structure guidance
- Jump flooding in GPU with applications to Voronoi diagram and distance transform
- Synthesizing natural textures
- Approximate nearest neighbor queries in fixed dimensions
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- Improved Butterfly Optimizer-Configured Extreme Learning Machine for Fault Diagnosis
- Boosting quantum rotation gate embedded slime mould algorithm
- A Novel Deep-Learning Model for Automatic Detection and Classification of Breast Cancer Using the Transfer-Learning Technique
- Boosting Slime Mould Algorithm for Parameter Identification of Photovoltaic Models
- Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis
- Evaluation of constraint in photovoltaic cells using ensemble multi-strategy shuffled frog leading algorithms
- Generalized Oppositional Moth Flame Optimization with Crossover Strategy: An Approach for Medical Diagnosis
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- Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine
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