共查询到20条相似文献,搜索用时 15 毫秒
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可计算的图像复杂度评价是让计算机模拟人类视觉感知,从而对图像视觉复杂度进行决策的研究,该研究属于多学科交叉的创新性研究课题,在图像工程领域具有重要意义.本文针对可计算的图像复杂度评价方法进行了全面的梳理和分析,文中首先回顾了图像复杂度的应用领域,并详细阐述了图像复杂度评价方法,从信息论、图像压缩理论、图像特征分析、眼动数据等方面进行总结;随后,着重阐述基于图像特征的图像复杂度评价方法中所使用的图像特征;归纳图像复杂度建模中的分类和回归问题;最后,总结当前图像视觉复杂度评价方法存在的问题和挑战,展望图像复杂度的计算化发展方向. 相似文献
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为了提高视频目标跟踪的鲁棒性和准确性,本文提出了基于局部搜索(Local Search)和粒子滤波(Particle Filter)相结合的视频目标跟踪方法——LSPF(Local Search Particle Filter)算法.利用粒子滤波得到样本的权值后,将局部搜索用于每一个粒子,使权值小的粒子收敛于邻近的权值较大的粒子处,有效克服了传统PF算法的粒子退化问题.实验结果表明,传统PF算法平均跟踪误差为10.89,而本文提出的LSPF算法平均跟踪误差仅为3.49,在跟踪性能上有了很大改善.尤其当目标受到干扰时,LSPF算法仍能实现对目标的准确跟踪,为稳定跟踪提供了有利保障. 相似文献
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目前,LED显示屏对刷新率与输出色阶的要求愈来愈高,其中刷新率愈高,则人眼所能感觉的播放画面就愈不会闪烁,而输出的色阶愈高,则画面的显示就愈细腻,色彩也愈丰富。而与这些功能有密切关联的就是显示屏系统所采用的驱动芯片,不过芯片要达到上述规格的需求并不容易,需要快速的OE反应来提高灰阶度和影像的刷新率。 相似文献
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目前显示屏的应用趋势是走向对显示画面的刷新率与输出色阶的要求愈来愈高.其中刷新率愈高,则人眼所能感觉的播放画面就愈不会闪烁,而输出的色阶愈高,则画面的显示就愈细腻,色彩也愈丰富。而与这些功能有密切关联的就是显示屏系统所采用的驱动芯片,不过芯片要达到上述规格的需求并不容易,需要快速的OE反应来提高灰阶度和影像的刷新率。 相似文献
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Chen Tong Zhang Shujuan Wang Yuan Chen Zhengbo Jing Wenfeng 《Journal of Signal Processing Systems》2021,93(2-3):275-284
Journal of Signal Processing Systems - The power sector continues to accumulate a large amount of data resources, including relevant standard specifications, technical documents, management... 相似文献
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A.Müfit Ferman A.Murat Tekalp 《Journal of Visual Communication and Image Representation》1998,9(4):336-351
Automatic temporal segmentation and visual summary generation methods that require minimal user interaction are key requirements in video information management systems. Clustering presents an ideal method for achieving these goals, as it allows direct integration of multiple information sources. This paper proposes a clustering-based framework to achieve these tasks automatically and with a minimum of user-defined parameters. The use of multiple frame difference features and short-time techniques are presented for efficient detection of cut-type shot boundaries. Generic temporal filtering methods are used to process the signals used in shot boundary detection, resulting in better suppression of false alarms. Clustering is also extended to the key frame extraction problem: Color-based shot representations are provided by average and intersection histograms, which are then used in a clustering scheme to identify reference key frames within each slot. The technique achieves good compaction with a minimum number of visually nonredundant key frames. 相似文献
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The search for weak signals with unknown center frequency using energy detectors is a resource allocation problem. This paper considers good strategies for search when the total search time is fixed. The criterion for optimality considered in this paper is maximum probability of detection for specified false alarm probability. The problem is shown to be one in nonlinear programming which has a solution via dynamic programming methods. Several computer simulations are presented for representative cases of interest. A heuristic discussion of these strategies is presented together with suboptimal strategies that require a lower computational burden. 相似文献
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搜索业务一直是互联网的核心基础业务,随着技术的发展和用户需求的不断深化,针对性的智能搜索也有迅速的发展,手机邮箱搜索业务便是其一。本文从移动化、全面化、简单化三个方面分析手机邮箱搜索业务的技术难点及发展趋势。 相似文献
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Theerayod Wiangtong Peter Y. K. Cheung Wayne Luk 《Design Automation for Embedded Systems》2002,6(4):425-449
This paper compares three heuristic search algorithms: genetic algorithm (GA), simulated annealing (SA) and tabu search (TS), for hardware–software partitioning. The algorithms operate on functional blocks for designs represented as directed acyclic graphs, with the objective of minimising processing time under various hardware area constraints. Thecomparison involves a model for calculating processing time based on a non-increasing first-fit algorithm to schedule tasks, given that shared resource conflicts do not occur. The results show that TS is superior to SA and GA in terms of both search time and quality of solutions. In addition, we have implemented an intensification strategy in TS called penalty reward, which can further improve the quality of results. 相似文献
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Sungho Kim Yukyung Yang Joohyoung Lee Yongchan Park 《Journal of Infrared, Millimeter and Terahertz Waves》2009,30(9):994-1011
Robust detection of small targets is very important in IRST (Infrared Search and Track). This paper presents a novel mathematical
method for the incoming target detection problem in cluttered background motivated from the robust properties of human visual
system (HVS). The HVS shows the best efficiency and robustness for an object detection task. The robust properties of the
HVS are contrast mechanism, multi-resolution representation, size adaptation, and pop-out phenomena. Based on these facts,
a plausible computational model integrating these facts is proposed using Laplacian scale-space theory and Tune-Max based
optimization method. Simultaneous target signal enhancement and background clutter suppression is achieved by tuning and maximizing
the signal-to-clutter ratio (TMSCR) in Laplacian scale-space. At the first stage, the Tune-Max of the signal to background
contrast produces candidate targets with adapted scale. At the second stage, the Tune-Max of the signal-to-clutter ratio (SCR)
produces maximal SCR which is used to pop-out detections. Experimental evaluation results for the incoming target sequence
validate the upgraded detection capability of the proposed method compared with the Top-hat method at the same false alarm
rate. Experimental results for the six kinds of cluttered background images show that the proposed TMSCR produces less false
alarms (4.3 times reduction) compared to the Top-hat at the same detection rate. 相似文献
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This paper introduces a selective attention system that guides users to detect the regions of interest more effectively by adaptively selecting and using spatial and temporal features according to the input images. Although the proposed system is based on a typical bottom-up method, it achieved improvement in the method for extracting features and calculating the saliencies compared to existing studies. In the proposed system, spatial saliencies have dynamic information from which features are adaptively selected according to the input images. Also temporal saliencies in the proposed system have pieces of information for individual moving objects that are associated with each other obtained through multi-resolution feature analysis. In addition, when combining a spatial saliency and a temporal saliency, the activity of the input saliency is measured, and the weights that change dynamically according to the activity are calculated, and the spatial saliency and temporal saliency are combined according to the weights. In order to evaluate the performance of the proposed system, comparative experiments with the existing systems were conducted with diverse experimental images and as a result, it could be seen that the proposed system produces results closer to the results of humans’ visual recognition compared to previous systems. 相似文献
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对等网络(P2P)成为近年来的研究热点,如何进行高效准确的资源搜索是实现对等网络应用的关键问题。本文在分析Gnutella网络的基本泛洪算法存在问题的基础之上,介绍了现有的资源搜索改进方法,包括优化网络拓扑结构方法、改进转发机制方法、基于路由信息方法和基于缓存的方法。 相似文献