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An algorithm for clustering spatial lines based on connectivity for GML data

An algorithm for clustering spatial lines based on connectiv...

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2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2011 - In Conjunction with 8th Beijing International Workshop on Geographical Information Science, BJ-IWGIS 2011

作者： Liu, Sheng Ji, Genlin Li, Wenjun Key Laboratory of Virtual Geographic Environment Ministry of Education Nanjing Normal University No.1 Wenyuan Road Jiangsu Provice China School of Computer Science and Technology Nanjing Normal University No.1 Wenyuan Road Jiangsu Provice China

ISBN: (纸本)9781424483495

Algorithm SLC is proposed for clustering spatial lines based on connectivity for GML data. At beginning the intersection relations of spatial lines between each other are computed, and then the connectivity of spatial lines is computed by intersection relations, finally spatial lines are clustered by algorithm K-means with a novel similarity measurement method based on the connectivity. The experimental results show the algorithm SLC is effective and efficient. © 2011 IEEE.

关键词： Clustering algorithms

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Cooperatively Resolving Occlusion between Real and virtual in Multiple Video Sequences

Cooperatively Resolving Occlusion between Real and Virtual i...

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ChinaGrid Annual Conference (ChinaGrid)

作者： Xin Jin Xiaowu Chen Bin Zhou Hongchang Lin The State Key Laboratory of Virtual Reality Technology and Systems School of Computer Science and Engineering Beihang University Beijing China

The occlusion between real and virtual objects influences not only seamless merging of virtual and real environments but also users' visual perception of orientations & locations and spatial interactions in augmented reality. If there exist a large amount of video sequences for representing the real environment, and each video sequence utilizes computer vision algorithms to deal with all of occlusions between real and virtual, this often drops down the real-time performance of augmented reality system. This article proposed an approach of cooperatively resolving the occlusion between real and virtual based on multiple video sequences in augmented reality scene. Firstly it analyzes the occlusion relations between virtual and real objects in initial video sequences with their intrinsic parameters and poses, and obtains the spatial relations among video sequences through 3D registration information. Secondly, for each video sequence, it divides and codes the perception regions of relative augmented reality scene. Lastly, according to the spatial relations of video sequences, the known occlusion relations in initial video sequences and the code data of perception regions, three types of occlusion relations including real occluding virtual, virtual occluding real and non-occlusion are detected out and represented in augmented reality scene. Some experimental results show that this approach can reduce redundant calculations on the way of resolving the occlusion between real and virtual objects, and improve the performance of generating augmented reality scene, especially which includes plenty of video sequences and occlusion relations of virtual occluding real or non-occlusion.

关键词： Video sequences Augmented reality Cameras Three dimensional displays Estimation Encoding

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Single Image Based Illumination Estimation for Lighting virtual Object in Real Scene

Single Image Based Illumination Estimation for Lighting Virt...

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IEEE International Conference on computer-Aided Design and computer Graphics

作者： Xiaowu Chen Ke Wang Xin Jin State Key Laboratory of Virtual Reality Technology and Systems School of Computer Science and Engineering Beihang University Beijing China

Rendering virtual objects into real scenes with real illumination can greatly increase the realism of virtual objects and the consistency between the virtual and the real. The main challenge lies in illumination estimation from a single image. This article proposes a novel method of single image based illumination estimation for lighting virtual object in real scene. Only a single image, without any knowledge of the 3D geometry or reflectance, is needed, which greatly increases the applicability of the method. We first estimate coarse scene geometry and intrinsic components including shading image and reflectance image. Then the sparse radiance map of the scene is inferred based on the scene geometry and intrinsic components. Finally, the virtual objects are illuminated by the estimated sparse radiance map. Some experimental results show that this method can convincingly light virtual objects into a single real image, without any pre-recorded 3D geometry and reflectance, illumination acquisition equipments or imaging information of the image.

关键词： Lighting Geometry Estimation Three dimensional displays Light sources Solid modeling Sun

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Image based Experiment Scene Builder for virtual Educational Experiments

Image based Experiment Scene Builder for Virtual Educational...

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第十一届中国虚拟现实大会(ICVRV2011)

作者： Changjian Chi Xiaowu Chen Ziqiang Yang Guodong Jia State Key Laboratory of Virtual Reality Technology and Systems School of Computer Science and Engineering Beihang University Beijing China

Realism and simplicity of virtual experiment scene building can influence the usage of virtual educational experiment applications. This paper proposes an image based method of experiment scene building for virtual Educational Experiments. Firstly, virtual educational experiment components are extracted from images of experiment instrument by using the interactive method of object extraction. Then, the corresponding logical model descriptions are attached to the extracted components. Finally, the components required in a specific experiment are inserted into the selected virtual experiment scene and are connected interactively. A routing algorithm based on equivalent connection line is designed to make the generated line connections between components clear and legible. A virtual experiment scene building system, named VE Scene builder, has been implemented and widely used. The feedbacks demonstrated that our system can rapidly generate realistic and legible virtual experiment scene.

关键词： virtual educational experiment image based virtual scene building routing algorithm

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GPU Accelerating for Rapid Multi-core Cache Simulation

GPU Accelerating for Rapid Multi-core Cache Simulation

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IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW)

作者： Wan Han Long Xiang Gao Xiaopeng Li Yi State Key Laboratory of Virtual Reality Technology and System School of Computer Science and Engineering Beihang University Beijing China

To find the best memory system for emerging workloads, traces are obtained during application's execution, then caches with different configurations are simulated using these traces. Since program traces can be several gigabytes, simulation of cache performance is a time consuming process. Compute unified device architecture (CUDA) is a software development platform which enables programmers to accelerate the general-purpose applications on the graphics processing unit (GPU). This paper presents a real time multi-core cache simulator, which was built based on the Pin tool to get the memory reference, and fast method for multi-core cache simulation using the CUDA-enabled GPU. The proposed method is accelerated by the following techniques: execution parallelism exploration, memory latency hiding, a novel trace compression methodology. We describe how these techniques can be incorporated into CUDA code. Experimental results show that the hybrid parallel method of time-partitioning combines with set-partitioning presented here is 11.10× speedup compared to the CPU serial simulation algorithm. The present simulator can characterize cache performance of single-threaded or multi-threaded workloads at the speeds of 6-15 MIPS. It can simulates 6 cache configurations within one single pass at this speeds compared to CMP$im, which can only simulate one cache configuration each simulation pass at the speeds of 4-10 MIPS.

关键词： Graphics processing unit Instruction sets Computational modeling Parallel processing Instruments Partitioning algorithms

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Face illumination transfer through edge-preserving filters

Face illumination transfer through edge-preserving filters

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Conference on computer Vision and Pattern Recognition (CVPR)

作者： Xiaowu Chen Mengmeng Chen Xin Jin Qinping Zhao State Key Laboratory of Virtual Reality Technology and Systems School of Computer Science and Engineering Beihang University Beijing China

This article proposes a novel image-based method to transfer illumination from a reference face image to a target face image through edge-preserving filters. According to our method, only a single reference image, without any knowledge of the 3D geometry or material information of the target face, is needed. We first decompose the lightness layers of the reference and the target images into large-scale and detail layers through weighted least square (WLS) filter after face alignment. The large-scale layer of the reference image is filtered with the guidance of the target image. Adaptive parameter selection schemes for the edge-preserving filters is proposed in the above two filtering steps. The final relit result is obtained by replacing the large-scale layer of the target image with that of the reference image. We acquire convincing relit result on numerous target and reference face images with different lighting effects and genders. Comparisons with previous work show that our method is less affected by geometry differences and can preserve better the identification structure and skin color of the target face.

关键词： Face Image edge detection Lighting Kernel Image color analysis Smoothing methods Periodic structures

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3D Model Multiple Semantic Automatic Annotation For Small Scale Labeled Data Set

3D Model Multiple Semantic Automatic Annotation For Small Sc...

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第十一届中国虚拟现实大会(ICVRV2011)

作者： Feng Tian SHEN Xu-kun Liu Xian-mei Xie Hong-tao State Key Laboratory of Virtual Reality Technology and Systems BeiHang University Beijing China Sch State Key Laboratory of Virtual Reality Technology and Systems BeiHang University Beijing China School of Computer and Information Technology Northeast Petroleum University DaQing China

Automatically assigning keywords to 3D models is of great interest as it allows one to retrieve, index, organize and understand large collections of 3D models. Most Methods require high sample size for training, so the data quality is in high demand. For small scale labeled data set, we propose a semi-supervised method to realize the 3D models multiple semantic annotation, which needs only a small amount of hand tagged information provided by users. The proposed technique utilizes low-level shape features and the keywords are assigned using a graphed-based label transfer mechanism to expand the training dataset. A weighted metric learning method is used to learn the distance measure from the extended dataset. Then multiple semantic annotation task can be completed on the learned distance measure. The proposed method outperforms the current state-of-the-art methods on the small scale labeled dataset and large unlabelled dataset. We believe that such measure will provide a strong platform to label 3D models when a small amount of labeled models were given.

关键词： 3D model annotation 3D model retrieval

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Automatic Compositing Soccer Video Highlights with Core-Around Event Model

Automatic Compositing Soccer Video Highlights with Core-Arou...

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IEEE International Conference on computer-Aided Design and computer Graphics

作者： Kai Jiang Xiaowu Chen Qinping Zhao State Key Laboratory of Virtual Reality Technology and Systems School of Computer Science and Engineering Beihang University Beijing China

This paper presents an automatic video highlighting approach in relation to a soccer match video lasting over ninety minutes, in which only the match video and the target length of the highlight video are required for the composition. Firstly, we propose a core-around event model, which represents the highlight as a complex event and consists of three components: semantic relations, temporal relationship among the activities and local motion appearance of each activity. Secondly, we detect activities involved in a highlight in the soccer match video by the local motion appearance. Thirdly, a candidate highlight video segment is aligned with the model by a specific kernel activity extracted on the basis of the semantic relations, and then assigned a matching score. Finally, we splice together the highlight segments of high matching score. Experimental results demonstrate that the composed highlight videos are attractive episodes of soccer matches, and similar to those edited by professional editors.

关键词： Semantics Motion segmentation Visualization Training Humans Kernel Video sequences

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ISBN: (纸本)9781424483495

Spatial lines are common in various spatial applications such as GIS (Geographical Information System). Topological relationship is one of important properties between spatial lines. Neglecting disjoint relations and adjacent relations between spatial lines, in this paper we focus on intersection relations. Time series of spatial lines intersection relations record each spatial line intersection relations at each time. The changes of intersection relationship are caused by deformations (translation, rotation, and length of spatial lines) and increasing or decreasing of the number of spatial lines neighbours. We propose a similarity measure for time series of spatial lines topological relations. By this measure, we can cluster these spatial lines on time series of their intersection relations. © 2011 IEEE.

关键词： Time series

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3D Model Multiple Semantic Automatic Annotation for Small Scale Labeled Data Set

3D Model Multiple Semantic Automatic Annotation for Small Sc...

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International Conference on virtual Reality and Visualization (ICVRV)

作者： Feng Tian Xu-kun Shen Liu Xian-mei Xie Hong-tao State Key Laboratory of Virtual Reality Technology and Systems BeiHang University Beijing China School of Computer and Information Technology Northeast Petroleum University DaQing China

关键词： Solid modeling Three dimensional displays Computational modeling Semantics Measurement Data models Labeling

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