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Gameplay genre video classification by using mid-level video representation 29

Gameplay genre video classification by using mid-level video...

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29th SIBGRAPI conference on graphics, Patterns and Images, SIBGRAPI 2016

作者： De Souza, Renato Augusto De Almeida, Raquel Pereira Moldovan, Arghir-Nicolae Do Patrocinio, Zenilton Kleber G. Guimaraes, Silvio Jamil F. Computer Science Department - ICEI - PUC Minas Brazil School of Computing National College of Ireland Dublin Ireland

ISBN: (纸本)9781509035687

As video gameplay recording and streaming is becoming very popular on the Internet, there is an increasing need for automatic classification solutions to help service providers with indexing the huge amount of content and users with finding relevant content. the automatic classification of gameplay videos into specific genres is not a trivial task due to their high content diversity. this paper address the problem of classifying video gameplay recordings into different genres by using mid-level video representation based on the BossaNova descriptor. the paper also proposes a public dataset called GameGenre containing 700 gameplay videos groped into 7 genres. the results from experimental testing show up to 89% classification accuracy when the gameplay videos are described by BossaNova descriptor using BinBoost as low-level image descriptor. © 2016 IEEE.

关键词： Video recording

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Accelerated test execution using GPUs 14

Accelerated test execution using GPUs

引用

29th ACM/IEEE International conference on Automated Software Engineering, ASE 2014

作者： Rajan, Ajitha Sharma, Subodh Schrammel, Peter Kroening, Daniel School of Informatics University of Edinburgh United Kingdom Department of Computer Science University of Oxford United Kingdom

ISBN: (纸本)9781450330138

As product life-cycles become shorter and the scale and complexity of systems increase, accelerating the execution of large test suites gains importance. Existing research has primarily focussed on techniques that reduce the size of the test suite. By contrast, we propose a technique that accelerates test execution, allowing test suites to run in a fraction of the original time, by parallel execution with a graphics Processing Unit (GPU). Program testing, which is in essence execution of the same program with multiple sets of test data, naturally exhibits the kind of data parallelism that can be exploited with GPUs. Our approach simultaneously executes the program with one test case per GPU thread. GPUs have severe limitations, and we discuss these in the context of our approach and define the scope of our applications. We observe speed-ups up to a factor of 27 compared to single-core execution on conventional CPUs with embedded systems benchmark programs. © 2014 ACM.

关键词： graphics processing unit

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Artificial Neural Networks and Machine Learning – ICANN 2020 1

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丛书名： Lecture Notes in computer Science

1000年

作者： Igor Farkaš Paolo Masulli Stefan Wermter

the proceedings set LNCS 12396 and 12397 constitute the proceedings of the 29th International conference on Artificial Neural Networks, ICANN 2020, held in Bratislava, Slovakia, in September 2020.*

ISBN: (数字)9783030616168

ISBN: (纸本)9783030616151

the proceedings set LNCS 12396 and 12397 constitute the proceedings of the 29th International conference on Artificial Neural Networks, ICANN 2020, held in Bratislava, Slovakia, in September 2020.*

关键词： Artificial Intelligence Information Systems and Communication Service computer Applications Computing Milieux computer Systems Organization and Communication Networks computer Imaging, Vision, Pattern Recognition and graphics

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CHARMS: A simple framework for adaptive simulation 02

CHARMS: A simple framework for adaptive simulation

引用

ACM Transactions on graphics;proceedings of ACM SIGGRAPH 2002

作者： Grinspun, Eitan Krysl, Petr Schröder, Peter University of California San Diego San Diego CA United States

ISBN: (纸本)9781581135213

Finite element solvers are a basic component of simulation applications;they are common in computer graphics, engineering, and medical simulations. Although adaptive solvers can be of great value in reducing the often high computational cost of simulations they are not employed broadly. Indeed, building adaptive solvers can be a daunting task especially for 3D finite elements. In this paper we are introducing a new approach to produce conforming, hierarchical, adaptive refinement methods (CHARMS). the basic principle of our approach is to refine basis functions, not elements. this removes a number of implementation headaches associated with other approaches and is a general technique independent of domain dimension (here 2D and 3D), element type (e.g., triangle, quad, tetrahedron, hexahedron), and basis function order (piecewise linear, higher order B-splines, Loop subdivision, etc.). the (un-)refinement algorithms are simple and require little in terms of data structure support. We demonstrate the versatility of our new approach through 2D and 3D examples, including medical applications and thin-shell animations.

关键词： three dimensional computer graphics

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Chromium: A stream-processing framework for interactive rendering on clusters 02

Chromium: A stream-processing framework for interactive rend...

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ACM Transactions on graphics;proceedings of ACM SIGGRAPH 2002

作者： Humphreys, Greg Houston, Mike Ng, Ren Frank, Randall Ahern, Sean Kirchner, Peter D. Klosowski, James T. Stanford University Stanford CA United States Lawrence Livermore Natl. Laboratory Livermore CA United States

ISBN: (纸本)9781581135213

We describe Chromium, a system for manipulating streams of graphics API commands on clusters of workstations. Chromium's stream filters can be arranged to create sort-first and sort-last parallel graphics architectures that, in many cases, support the same applications while using only commodity graphics accelerators. In addition, these stream filters can be extended programmatically, allowing the user to customize the stream transformations performed by nodes in a cluster. Because our stream processing mechanism is completely general, any cluster-parallel rendering algorithm can be either implemented on top of or embedded in Chromium. In this paper, we give examples of real-world applications that use Chromium to achieve good scalability on clusters of workstations, and describe other potential uses of this stream processing technology. By completely abstracting the underlying graphics architecture, network topology, and API command processing semantics, we allow a variety of applications to run in different environments.

关键词： Interactive computer graphics

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Continuous property gradation for multi-material 3D-printed objects 29

Continuous property gradation for multi-material 3D-printed ...

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29th Annual International Solid Freeform Fabrication Symposium - An Additive Manufacturing conference, SFF 2018

作者： Altenhofen, C. Luu, T.H. Grasser, T. Dennstädt, M. Mueller-Roemer, J.S. Weber, D. Stork, A. Fraunhofer Institute for Computer Graphics Research IGD Darmstadt64283 Germany Technische Universität Darmstadt Darmstadt64283 Germany

Modern AM processes allow for printing multiple materials. the resulting objects can be stiff/dense in some areas and soft/porous in others, resulting in distinct physical properties. However, modeling material gradients is still tedious with current approaches, especially when smooth transitions are required. Current approaches can be distinguished into a) NURBS-BReps-based and b) voxel-based. In case of NURBS-BReps, discrete material distributions can be modeled by manually introducing separate shells inside the object;smooth gradation can only be approximated in discrete steps. For voxel representations, gradation is discrete by design and comes along with an approximation error. In addition, interacting on a per-voxel basis is tedious for the designer/engineer. We present a novel approach for representing material gradients in volumetric models using subdivision schemes, supporting continuity and providing elegant ways for interactive modeling of locally varying properties. Additionally, the continuous volumetric representation allows for on-demand sampling at any resolution required by the 3D printer. © Solid Freeform Fabrication 2018: proceedings of the 29th Annual International Solid Freeform Fabrication Symposium - An Additive Manufacturing conference, SFF 2018. All Rights Reserved.

关键词： Additives

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Pointshop 3D: An interactive system for point-based surface editing 02

Pointshop 3D: An interactive system for point-based surface ...

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ACM Transactions on graphics;proceedings of ACM SIGGRAPH 2002

作者： Zwicker, Matthias Pauly, Mark Knoll, Oliver Gross, Markus ETH Zürich

ISBN: (纸本)9781581135213

We present a system for interactive shape and appearance editing of 3D point-sampled geometry. By generalizing conventional 2D pixel editors, our system supports a great variety of different interaction techniques to alter shape and appearance of 3D point models, including cleaning, texturing, sculpting, carving, filtering, and resampling. One key ingredient of our framework is a novel concept for interactive point cloud parameterization allowing for distortion minimal and aliasing-free texture mapping. A second one is a dynamic, adaptive resampling method which builds upon a continuous reconstruction of the model surface and its attributes. these techniques allow us to transfer the full functionality of 2D image editing operations to the irregular 3D point setting. Our system reads, processes, and writes point-sampled models without intermediate tesselation. It is intended to complement existing low cost 3D scanners and point rendering pipelines for efficient 3D content creation.

关键词： three dimensional computer graphics

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Motion texture: A two-level statistical model for character motion synthesis 02

Motion texture: A two-level statistical model for character ...

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ACM Transactions on graphics;proceedings of ACM SIGGRAPH 2002

作者： Li, Yan Wang, Tianshu Shum, Heung-Yeung Microsoft Research Asia Beijing Sigma Center No. 49 Zhichun Road Haidian Dist. Beijing 100080 China Xi'an Jiaotong University Xi'an China

ISBN: (纸本)9781581135213

In this paper, we describe a novel technique, called motion texture, for synthesizing complex human-figure motion (e.g., dancing) that is statistically similar to the original motion captured data. We define motion texture as a set of motion textons and their distribution, which characterize the stochastic and dynamic nature of the captured motion. Specifically, a motion texton is modeled by a linear dynamic system (LDS) while the texton distribution is represented by a transition matrix indicating how likely each texton is switched to another. We have designed a maximum likelihood algorithm to learn the motion textons and their relationship from the captured dance motion. the learnt motion texture can then be used to generate new animations automatically and/or edit animation sequences interactively. Most interestingly, motion texture can be manipulated at different levels, either by changing the fine details of a specific motion at the texton level or by designing a new choreography at the distribution level. Our approach is demonstrated by many synthesized sequences of visually compelling dance motion.

关键词： Interactive computer graphics

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Testing FPGA based digital system using XILINX ChipScope logic analyzer

Testing FPGA based digital system using XILINX ChipScope log...

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ISSE 2006 - 29th International spring Seminar on Electronics Technology: Nano Technologies for Electronics Packaging

作者： Arshak, Khalil Jafer, Essa Ibala, Christian Electronic and Computer Engineering Dept. University of Limerick Limerick Ireland XILINX CAE Logic Drive Dublin Ireland

ISBN: (纸本)1424405513

this paper presents the use of Xilinx ChipScope Pro integrated logic analyzer for Field programmable gate arrays (FPGA) as a board- and system-level diagnostic tool. FPGA designs have become increasingly dense and complex. they are difficult to debug because more and more of the relevant signals are buried deep within the logic fabric. Access to signals in the FPGA, on board or in the system is very restricted whether troubleshooting is done in the lab or in the field. the Xilinx ChipScope Pro integrated logic analyzer has solved much of the problem at the FPGA level. In this work, ChipScope has been used to test and verify a developed system that presents the digital core of a wireless sensor module and it has been implemented in (Spartan 3) based FPGA development board. ©2006 IEEE.

关键词： Field programmable gate arrays (FPGA)

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Light field mapping: Efficient representation and hardware rendering of surface light fields 02

Light field mapping: Efficient representation and hardware r...

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ACM Transactions on graphics;proceedings of ACM SIGGRAPH 2002

作者： Chen, Wei-Chao Bouguet, Jean-Yves Chu, Michael H. Grzeszczuk, Radek Univ. North Carolina at Chapell Hill Chapell Hill NC United States

ISBN: (纸本)9781581135213

A light field parameterized on the surface offers a natural and intuitive description of the view-dependent appearance of scenes with complex reflectance properties. To enable the use of surface light fields in real-time rendering we develop a compact representation suitable for an accelerated graphics pipeline. We propose to approximate the light field data by partitioning it over elementary surface primitives and factorizing each part into a small set of lower-dimensional functions. We show that our representation can be further compressed using standard image compression techniques leading to extremely compact data sets that are up to four orders of magnitude smaller than the input data. Finally, we develop an image-based rendering method, light field mapping, that can visualize surface light fields directly from this compact representation at interactive frame rates on a personal computer. We also implement a new method of approximating the light field data that produces positive only factors allowing for faster rendering using simpler graphics hardware than earlier methods. We demonstrate the results for a variety of non-trivial synthetic scenes and physical objects scanned through 3D photography.

关键词： three dimensional computer graphics

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