Book Page Identification Using Convolutional Neural Networks Trained by...
AbstractThis paper presents a pipeline to make convolutional neural networks (CNNs) trained for another unrelated task available for book page identification. The pipeline has five building blocks: (1)...
View ArticleNon-rigid Image Feature Matching for Unmanned Aerial Vehicle in Precision...
AbstractIn this paper, we propose a novel feature matching method for agricultural UAV based on probabilistic inference when they undergo non-rigid transformations. Firstly, a set of putative...
View ArticleFacial Shape and Expression Transfer via Non-rigid Image Deformation
AbstractIn this paper, we present a novel approach for transferring shape and expression of a face in image to that of another, regardless of variance between the two faces in illumination, color,...
View ArticleNon-rigid point set registration via global and local constraints
AbstractNon-rigid point set registration is often encountered in meical image processing, pattern recognition, and computer vision. This paper presents a new method for non-rigid point set registration...
View ArticleLocality Preserving Matching
AbstractSeeking reliable correspondences between two feature sets is a fundamental and important task in computer vision. This paper attempts to remove mismatches from given putative image feature...
View ArticleA non-parametric depth modification model for registration between color and...
AbstractDespite its most popularity among all depth cameras in the computer vision applications, the Microsoft Kinect sensor suffers from low depth accuracy. In this work we propose a novel...
View ArticleLarge scale image retrieval with DCNN and local geometrical constraint model
AbstractImage retrieval, which refers to browse, search and retrieve the images of the same scene or object from a large database of digital images, has attracted increasing interests in recent years....
View ArticleColor and depth image registration algorithm based on multi-vector-fields...
AbstractImage registration, which aim to establish a reliable feature relationship between images, is a critical problem in the field of image processing. In order to enhance the accuracy of color and...
View ArticleImage Registration Algorithm Based on Manifold Regularization with Thin-Plate...
AbstractIn this paper, we propose a new method based on manifold regularization technology with a thin-plate spline for image registration, which is used to remove the outlier by approximating the...
View ArticleResearch on Low-Resolution Image Matching and Recognition Algorithm Based on...
AbstractIn this paper, the super-resolution method is introduced to analyze and study the low-resolution image matching and recognition. After processing the low-resolution image, the super-resolution...
View ArticleWheatLFANet: in-field detection and counting of wheat heads with...
AbstractBackgroundDetection and counting of wheat heads are of crucial importance in the field of plant science, as they can be used for crop field management, yield prediction, and phenotype analysis....
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