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Use of acoustic simulation and visualization for revitalization of ancient buildings 利用声学模拟和可视化来振兴古建筑
M. Sikora, B. Ivančević, K. Jambrošić
In this paper, the new approach to the reviving of ancient buildings is described Photorealistic visualization is performed to create an exact visual reproduction of the building. To make the virtual environment complete a 3D acoustical computer simulation is also performed. The results of acoustic simulation can be used to make an auralization of the building. This approach has been carried out on the atrium of "Knezev dvor", one of the most famous buildings in Dubrovnik.
本文描述了古建筑修复的新方法,采用逼真的可视化技术对古建筑进行精确的视觉再现。为了使虚拟环境完整,还进行了三维声学计算机模拟。声学模拟的结果可以用来使建筑的听觉化。杜布罗夫尼克最著名的建筑之一“Knezev dvor”的中庭采用了这种方法。
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引用次数: 1
Modification on distance transform to avoid over-segmentation and under-segmentation 修改距离变换,避免过分割和欠分割
K. Mohana Rao, A. Dempster
Many techniques, both conventional and morphological, have been proposed in the literature for the segmentation of images. Morphological image segmentation methods, particularly those using a watershed algorithm, have found wide applications. The popular method of F. Meyer and S. Beucher (see J. Visual Comm. Image Representation., vol.1, p.21-46, 1990), based on a marker constrained watershed algorithm which uses only the binary image and its distance transform, can lead to over-segmentation or under-segmentation if the image objects are of irregular shape and they are overlapping or touching. Another problem with the Beucher and Meyer method is that the watersheds constructed may not agree/coincide with the actual image object junctions as only the binary image is used and information contained in the gray scale image is not utilised. We present an approach addressing both these problems. Morphological area-opening on the distance transform is used for choosing markers to avoid over-segmentation and under-segmentation. The second problem is addressed by using a gray scale image instead of a distance transform to force the watersheds to coincide with the actual junctions of the image objects. The proposed procedure has been applied to images with almost similar objects and the results of our procedure of segmentation are found to be very efficient and encouraging.
许多技术,包括传统的和形态学的,已经在文献中提出了图像分割。形态学图像分割方法,特别是那些使用分水岭算法,已经发现了广泛的应用。F. Meyer和S. Beucher的流行方法(参见J. Visual Comm. Image Representation)。(vol.1, p.21-46, 1990),基于标记约束分水岭算法,该算法仅使用二值图像及其距离变换,如果图像对象形状不规则且重叠或接触,则会导致分割过度或分割不足。Beucher和Meyer方法的另一个问题是,由于只使用了二值图像,而没有利用灰度图像中包含的信息,因此所构建的流域可能与实际图像对象的交界处不一致。我们提出了一种解决这两个问题的方法。利用距离变换上的形态学面积开放来选择标记,避免了过度分割和欠分割。第二个问题是通过使用灰度图像而不是距离变换来解决,以迫使流域与图像对象的实际连接点一致。将该方法应用于具有几乎相似目标的图像中,结果表明该方法的分割效果非常好。
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引用次数: 31
Image segmentation and classification using color features 使用颜色特征进行图像分割和分类
M. Stachowicz, D. Lemke
Color provides a wealth of information for interpretation of image content. The increased availability of affordable digital color cameras has created the opportunity to explore the degree to which color is useful in computer vision. This paper shows that a system for image segmentation and classification can be created using color as the primary feature. This system is comprised of two phases: segmentation and classification. In the first step, an image is searched with a blob detection algorithm to determine the location of any possible foreground elements. These areas are extracted from the image to be used in the next step. Classification is done using a set of eight color features that are optimally selected for each database. The appropriate feature vector is created for each foreground area removed from the original image. The vector is then compared to a preconstructed database to be identified. For this paper USA postage stamps on envelopes were used as the test cases.
色彩为解释图像内容提供了丰富的信息。可负担得起的数码彩色相机的日益普及,为探索色彩在计算机视觉中的有用程度创造了机会。本文提出了一种以颜色为主要特征的图像分割和分类系统。该系统包括两个阶段:分割和分类。在第一步中,使用blob检测算法搜索图像以确定任何可能的前景元素的位置。这些区域是从图像中提取出来的,将在下一步使用。分类是使用一组为每个数据库最佳选择的八个颜色特征来完成的。为从原始图像中移除的每个前景区域创建适当的特征向量。然后将向量与预先构建的数据库进行比较以进行识别。在本文中,美国信封上的邮票被用作测试案例。
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引用次数: 7
Face recognition using a similarity-based measure in image database for crime investigation 基于相似性测度的图像数据库人脸识别在犯罪调查中的应用
V. Srisarkun, Joan Cooper
A method to handle searching a face image database (FID) is proposed to support police officers when searching criminal records from a central registration database system (CRDS). The proposed method assumes that each FID consists of a fixable object and object correlation. The proposed method employs a database search, so that all images with a similarity-based measure are retrieved. Consequently, the proposed method is much faster than sequential searching, especially when an additional set of attributes, like scar, is defined. Moreover it requires less storage space.
提出了一种人脸图像数据库(FID)检索方法,以支持警务人员从中央登记数据库系统(CRDS)中检索犯罪记录。该方法假设每个FID由一个可固定的对象和对象相关性组成。该方法采用数据库搜索,从而检索到所有具有相似度度量的图像。因此,所提出的方法比顺序搜索快得多,特别是当定义了额外的属性集(如scar)时。此外,它需要更少的存储空间。
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引用次数: 0
Dual-mode image quality assessment metric 双模图像质量评价指标
F. Chin, C. S. Xydeas
This paper presents a perceptual image quality assessment metric based on the visible differences predictor (VDP) (Daly, 1993). The proposed metric operates in two modes. In quality mode, the metric produces a single value representation of the overall visible image quality (VIQ), whereas in distortion mode, the metric provides four distortion values each associated with a specific type of image content. The correlation coefficient between the objective VIQ and subjective test results is 0.96, compared to 0.86 obtained by the PSNR measure.
本文提出了一种基于可见差异预测器(VDP)的感知图像质量评估度量(Daly, 1993)。所提出的度量以两种模式运行。在质量模式下,度量产生整体可见图像质量(VIQ)的单个值表示,而在失真模式下,度量提供四个失真值,每个值与特定类型的图像内容相关。客观VIQ与主观测试结果的相关系数为0.96,而PSNR测量结果为0.86。
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引用次数: 6
Study on transforming from painting to music 论从绘画到音乐的转变
Xia Mao, Bin Chen, Gang Zhu, T. Hoshino
This paper aims at probing into the mapping relationship and rules between painting and music. After the examination of corresponding relation between image and music, relevant arithmetic is put forward in accordance with certain principles in scientific and art, in which the original information in the image is converted into musical information, thus enabling people to obtain visual impression from audio objects and achieving the integration of science and art.
本文旨在探讨绘画与音乐之间的映射关系和规律。在考察了图像与音乐的对应关系后,按照科学和艺术的一定原则提出了相应的算法,将图像中的原始信息转化为音乐信息,从而使人们从音频对象中获得视觉印象,实现科学与艺术的融合。
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引用次数: 1
Neural realization of fast linear filters 快速线性滤波器的神经网络实现
M. Jacymirski, P. Szczepaniak
The paper presents a neural network architecture for linear filtering of signals based on a scheme for fast calculation of orthogonal transformations. Compared to the known standard filtering schemes the network offers high training efficiency accompanied by substantial simplicity of realization. Additionally, the same basic network topology enables realization of diverse transformations.
本文提出了一种基于正交变换快速计算方案的信号线性滤波神经网络结构。与已知的标准过滤方案相比,该网络具有训练效率高、实现简单等优点。此外,相同的基本网络拓扑支持实现不同的转换。
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引用次数: 9
Blind watermarking method using partitioned DCT channels 基于分割DCT信道的盲水印方法
Z. Rozsnyik, I. Loványi
A novel blind watermarking method for 8 bit grayscale images in 8/spl times/8 block DCT (discrete cosine transform) domain is presented. The method is based on an advanced spread-spectrum algorithm (see Cox, I.J. et al., NEC Research Institute Technical Report p.95-100, 1995). However, instead of correlation analysis in the detection phase, it extracts the difference between the histogram properties of pairs of subchannels. Histogram transformation is not reversible, which provides added security. Each channel is built from different DCT coefficients for the 8/spl times/8 block and the histogram describes their distribution. There are 63 AC and one DC coefficients. Channels are partitioned into some pairs of subchannels, which contain a single bit mark, thus the number of possible watermarks equals the power of 2 of the sub-channel pairs. We do not use all the channels - only the robust ones. Subchannels are generated by a key. Embedding does not change the image very much as we use a special embedding function. Watermarks currently resist JPEG compression up to QF (quality factor) 5.
提出了一种在8/spl次/8块DCT域对8位灰度图像进行盲水印的新方法。该方法基于先进的扩频算法(见Cox, I.J.等人,NEC研究所技术报告p.95-100, 1995年)。但是,在检测阶段不进行相关性分析,而是提取子通道对直方图属性之间的差异。直方图转换是不可逆的,这提供了额外的安全性。每个通道由8/spl次/8块的不同DCT系数构建,直方图描述了它们的分布。有63个交流系数和1个直流系数。信道被分割成若干个子信道对,每个子信道对包含一个位标记,因此可能的水印数量等于子信道对的2的幂。我们不使用所有的通道——只使用健壮的通道。子通道由一个键生成。嵌入不会对图像造成很大的改变,因为我们使用了一个特殊的嵌入函数。水印目前可以抵抗JPEG压缩,最高可达QF(质量因子)5。
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引用次数: 0
Part-level object recognition 部件级对象识别
J. Krivic, F. Solina
This paper proposes a technique for object recognition using superquadric built models. Superquadrics, which are three dimensional models suitable for part-level representation of objects, are reconstructed from range images using the recover- and-select paradigm. Using an interpretation tree, the presence of an object in the scene from the model database can be hypothesized. These hypotheses are verified by projecting and refitting the object model to the range image which at the same time enables a better localization of the object in the scene.
本文提出了一种利用超二次建立模型进行目标识别的技术。超二次曲面是一种适合局部级对象表示的三维模型,它使用恢复和选择范式从距离图像中重建。使用解释树,可以假设来自模型数据库的对象在场景中的存在。通过将目标模型投影并重新调整到距离图像来验证这些假设,同时可以更好地定位场景中的目标。
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引用次数: 3
Enabling multimedia services in unified access network 启用统一接入网多媒体业务
D. Kedmenec, V. Kedmenec, M. Grgic, B. Zovko-Cihlar
Unified access to VPNs enables considerable flexibility in the way remote locations connect to a VPN. The overall design goal of this approach requires support for all services inherent to VPNs, including multimedia ones. The classical approach to building VPNs, such as ATM or frame relay, can enable strong support for multimedia traffic because of the ability to provide strict QoS guarantees. The architectural requirement of using IP as network protocol can lead to problems in the transport of multicast streams for VPNs based on classical networks. New approaches, such as MPLS VPNs, promise even greater flexibility and scalability through the use of native means for IP packet delivery. Methods that can provide multicast traffic transport in those approaches need to be investigated. Different access technologies have different characteristics regarding the ability to deliver multimedia traffic and are investigated in terms of their usefulness for such purposes.
对VPN的统一访问使远程位置连接到VPN的方式具有相当大的灵活性。这种方法的总体设计目标要求支持vpn固有的所有服务,包括多媒体服务。由于能够提供严格的QoS保证,构建vpn的经典方法(如ATM或帧中继)可以对多媒体流量提供强大的支持。使用IP作为网络协议的体系结构要求会导致基于经典网络的vpn在组播流传输方面出现问题。新的方法,如MPLS vpn,通过使用本地方式进行IP数据包传递,承诺更大的灵活性和可伸缩性。需要研究在这些方法中提供多播流量传输的方法。不同的接入技术在传输多媒体流量的能力方面具有不同的特征,并根据其对此类目的的有用性进行研究。
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引用次数: 2
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International Symposium on VIPromCom Video/Image Processing and Multimedia Communications
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