Sparse metric-based mesh saliency

Author: wdpg

August undefined, 2024

WebIn this paper, we propose an accurate and robust approach to salient region detection for 3D polygonal surface meshes. The salient regions of a mesh are those that geometrically … http://nrl.northumbria.ac.uk/42426/

Multi-scale mesh saliency based on low-rank and sparse analysis …

Web11. apr 2024 · The overall framework proposed for panoramic images saliency detection in this paper is shown in Fig. 1.The framework consists of two parts: graph structure construction for panoramic images (Sect. 3.1) and the saliency detection model based on graph convolution and one-dimensional auto-encoder (Sect. 3.2).First, we map the … WebThe salient regions of a mesh are those that geometrically stand out from their contexts and therefore are se-manticallyimportantforgeometryprocessingandshapeanalysis. However, … over the edge by suzanne brockmann

Shape context based mesh saliency detection and its …

Web1. mar 2024 · Sparse Metric-based Mesh Saliency Authors: Shanfeng Hu Xiaohui Liang Hubert P. H. Shum Durham University Fred Li Durham University Abstract and Figures In … WebIn this paper, we propose an accurate and robust approach to salient region detection for 3D polygonal surface meshes. The salient regions of a mesh are those that geometrically … http://hubertshum.com/publications/neurocomputing2024saliency/files/neurocomputing2024saliency.pdf rand corporation getting to outcomes

A Unified Deep Metric Representation for Mesh Saliency Detection …

Webalso make use of the low-rank and sparse analysis for mesh saliency and its effective detection. To handle the aforementioned problems, we propose a versatile saliency detection framework based on the low-rank and sparse analysis, as shown in Fig.1. Towards this goal, we ﬁrst propose a new structure-aware descriptor that integrates both Web1. jan 2015 · Itti et al. computed a saliency map from the information based on center-surround mechanism. Saliency based methods using the concept of have been used in for computing the saliency map of a 3D dynamic scene. The idea described in has been used to find 3D surface by smoothing noisy data. A user study that compares the previous mesh … over the edge bikes sedonahttp://hubertshum.com/pbl_neurocomputing2024saliency.htm over the edge cayman menu

"WebSparse Metric-based Mesh Saliency Shanfeng Hu, Xiaohui Liang, Hubert P. H. Shum, Frederick W. B. Li and Nauman Aslam Neurocomputing, 2024. Impact Factor: 5.779 # Citation: 3 ## # Impact factors from the Journal Citation Reports 2024 ## Citation counts from Google Scholar as of 2024. Abstract. " - Sparse metric-based mesh saliency

Sparse metric-based mesh saliency

Web4. feb 2024 · A Unified Deep Metric Representation for Mesh Saliency Detection and Non-rigid Shape Matching Impact Factor: 8.182 # Citation: 3 ## REF 2024 Submission IEEE Transactions on Multimedia (TMM), 2024 ... Sparse Metric-based Mesh Saliency Impact Factor: 5.779 # Citation: 6 ## Neurocomputing, 2024 WebSparse metric-based mesh saliency. Neurocomputing 400: 11-23 (2024) [j2] view. electronic edition via DOI; ... A Unified Deep Metric Representation for Mesh Saliency Detection and Non-Rigid Shape Matching. IEEE Trans. Multim. 22 (9): 2278-2292 ... The Ad-hoc Network Trustworthiness Evaluation Model Based on the Bayesian Network. PDCAT 2012: 281 ...

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WebBased on this knowledge, we develop a point-based saliency deformation network to deform the uniformly distributed point to the target position, which represents the saliency. Then points are leveraged to guide the mesh subdivision through a voting strategy. WebIn this paper, we propose an accurate and robust approach to salient region detection for 3D polygonal surface meshes. The salient regions of a mesh are those that geometrically …

Web4. aug 2024 · We propose a sparse metric-based rarity optimization method for saliency detection. Our method is shown to be able to produce accurate saliency maps without … Web17. mar 2024 · This paper presents a local-to-global framework for mesh saliency, which can measure the visual importance in agreement with human perception. Firstly, based on …

Web14. apr 2024 · Tunnelling-induced ground deformations inevitably affect the safety of adjacent infrastructures. Accurate prediction of tunnelling-induced deformations is of great importance to engineering construction, which has historically been dependent on numerical simulations or field measurements. Recently, some surrogate models originating from …

Web17. mar 2024 · This paper presents a local-to-global framework for mesh saliency, which can measure the visual importance in agreement with human perception. Firstly, based on Voronoi diagram, we give a new descriptor which does not only compute the local saliency, but also facilitates the computation of 3D skeleton and global saliency.

Web26. nov 2016 · Abstract. As a measure of regional importance in agreement with human perception of 3D shape, mesh saliency should be based on local geometric information … over the edge book grand canyonWebImage fusion is a very practical technology that can be applied in many fields, such as medicine, remote sensing and surveillance. An image fusion method using multi-scale decomposition and joint sparse representation is introduced in this paper. First, joint sparse representation is applied to decompose two source images into a common image and … rand corporation gun studyWeb1. feb 2015 · This paper presents a novel mesh saliency detection approach based on manifold ranking in a descriptor space. Starting from the over-segmented patches of a … over the edge charityWebIn this chapter we review the use of an information channel as a unified framework for viewpoint selection, mesh saliency and geometry simplification. Taking the viewpoint distribution as input and object mesh polygons as output vectors, the channel is given by the projected areas of the polygons over the different viewpoints. overtheedge.comWeb4. aug 2024 · In this paper, we propose an accurate and robust approach to salient region detection for 3D polygonal surface meshes. The salient regions of a mesh are those that … rand corporation deutschWebMesh saliency has been widely considered as the measure of visual importance of certain parts of 3D geometries, distinguishable from their surroundings, with respect to human visual perception. This work is based on the use of convolutional neural networks to extract saliency maps for large and dense 3D scanned models. over the edge companyWebSparse Metric-based Mesh Saliency. S Hu, X Liang, HPH Shum, FWB Li, N Aslam. Neurocomputing, 2024. 6: 2024: A motion classification approach to fall detection. S Hu, W Rueangsirarak, M Bouchée, N Aslam, HPH Shum. IEEE Conference on Software, Knowledge, Information Management and ... over the edge cast