首页 > 最新文献

2014 27th SIBGRAPI Conference on Graphics, Patterns and Images最新文献

英文 中文
Extending Face Identification to Open-Set Face Recognition 将人脸识别扩展到开放集人脸识别
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.23
C. E. Santos, W. R. Schwartz
Face identification plays an important role in biometrics and surveillance. However, before applying face id1entification methods in real scenarios, we have to determine whether the subject in a test sample is known (enrolled in the face gallery). In this work, we focus on approaches to determine whether a given face sample belongs to a subject enrolled in the face gallery. We show how the approaches can be combined with face identification methods so they can perform open-set face recognition. Among the five approaches described in this work, four are based on responses from the face identification, and one is based on comparisons between known samples and samples from an independent background set. The approaches differ on features explored in the data, scalability and accuracy. We evaluate the proposed approaches in two standard and challenging datasets for face recognition (FRGC and PubFig83). Results considering different number of enrolled subjects show which approach can be considered in scenarios where, for instance, one is interested in recognizing few wanted subjects.
人脸识别在生物识别和监控中起着重要作用。然而,在将人脸识别方法应用于真实场景之前,我们必须确定测试样本中的受试者是否已知(已登记在人脸库中)。在这项工作中,我们专注于确定给定面部样本是否属于人脸库中注册的受试者的方法。我们展示了如何将这些方法与人脸识别方法相结合,以便它们可以执行开放集人脸识别。在本工作中描述的五种方法中,四种方法基于面部识别的响应,一种方法基于已知样本与独立背景集样本之间的比较。这两种方法在数据、可扩展性和准确性方面有所不同。我们在两个标准和具有挑战性的人脸识别数据集(FRGC和PubFig83)中评估了所提出的方法。考虑不同注册受试者数量的结果表明,在某些情况下可以考虑哪种方法,例如,人们对识别少数需要的受试者感兴趣。
{"title":"Extending Face Identification to Open-Set Face Recognition","authors":"C. E. Santos, W. R. Schwartz","doi":"10.1109/SIBGRAPI.2014.23","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.23","url":null,"abstract":"Face identification plays an important role in biometrics and surveillance. However, before applying face id1entification methods in real scenarios, we have to determine whether the subject in a test sample is known (enrolled in the face gallery). In this work, we focus on approaches to determine whether a given face sample belongs to a subject enrolled in the face gallery. We show how the approaches can be combined with face identification methods so they can perform open-set face recognition. Among the five approaches described in this work, four are based on responses from the face identification, and one is based on comparisons between known samples and samples from an independent background set. The approaches differ on features explored in the data, scalability and accuracy. We evaluate the proposed approaches in two standard and challenging datasets for face recognition (FRGC and PubFig83). Results considering different number of enrolled subjects show which approach can be considered in scenarios where, for instance, one is interested in recognizing few wanted subjects.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130493519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Visualization and Analysis of Parallel Dataflow Execution with Smart Traces 智能跟踪并行数据流执行的可视化与分析
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.2
D. Osmari, H. Vo, Cláudio T. Silva, J. Comba, L. Lins
Most performance analysis tools focus on presenting an overload of details, with little application-dependent structure, and predefined statistical summaries. This makes the complex relations present in a parallel program not directly recognisable to the user, making the task of identifying performance issues more costly in both time and effort. In this work we investigate the requirements to create visualisations of execution traces of parallel programs modelled as dataflows. We propose the Smart Trace (ST) concept, to encode the structure of the data, and guide the construction of specialised visualizations. A visualization tool can then leverage the relationships in the data to automate a given analysis task. We show with examples the power and flexibility of visualisations we can create to address specific questions formulated about the analysis of the data, with emphasis in parallel dataflow traces.
大多数性能分析工具都侧重于呈现过多的细节,很少使用与应用程序相关的结构和预定义的统计摘要。这使得用户无法直接识别并行程序中存在的复杂关系,从而使识别性能问题的任务在时间和精力上都更加昂贵。在这项工作中,我们研究了创建可视化的并行程序的执行轨迹建模为数据流的需求。我们提出了智能跟踪(ST)概念,用于对数据结构进行编码,并指导专业可视化的构建。可视化工具可以利用数据中的关系来自动执行给定的分析任务。我们通过示例展示了可视化的强大功能和灵活性,我们可以创建可视化来解决有关数据分析的特定问题,重点是并行数据流跟踪。
{"title":"Visualization and Analysis of Parallel Dataflow Execution with Smart Traces","authors":"D. Osmari, H. Vo, Cláudio T. Silva, J. Comba, L. Lins","doi":"10.1109/SIBGRAPI.2014.2","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.2","url":null,"abstract":"Most performance analysis tools focus on presenting an overload of details, with little application-dependent structure, and predefined statistical summaries. This makes the complex relations present in a parallel program not directly recognisable to the user, making the task of identifying performance issues more costly in both time and effort. In this work we investigate the requirements to create visualisations of execution traces of parallel programs modelled as dataflows. We propose the Smart Trace (ST) concept, to encode the structure of the data, and guide the construction of specialised visualizations. A visualization tool can then leverage the relationships in the data to automate a given analysis task. We show with examples the power and flexibility of visualisations we can create to address specific questions formulated about the analysis of the data, with emphasis in parallel dataflow traces.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125152684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
3D Face Reconstruction from Video Using 3D Morphable Model and Silhouette 利用3D变形模型和轮廓从视频中重建3D面部
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.12
C. Baumberger, M. Reyes, M. Constantinescu, R. Olariu, Edilson de Aguiar, Thiago Oliveira-Santos
Capitalizing on the advances of 3D face reconstruction from computer graphics and computer vision, this work presents a system to enable precise and robust 3D facial reconstruction from video in order to improve current approaches for doctor-patient communication tools. The reconstructed face can be used for emulation of aesthetic procedures in 3D. The proposed 3D face reconstruction algorithm uses a statistical shape model as well as information from facial landmarks and silhouette to iteratively model the face of a subject moving the face from front to left. The presented 3D active shape model approach enables the spatio-temporal tracking of facial landmarks and pose estimation based on a few initial facial landmarks defined in the first frame. Silhouette information extracted from key frames allows for better face reconstruction. The proposed methods were rigorously evaluated with experiments using real and artificial data. Results showed that the proposed method can detect facial landmarks with an approximate median error of 5% intraocular distance, can estimate pose with a median error below 5 degrees, and that silhouette information can improve reconstruction accuracy in all facial regions, specially on the cheeks.
利用计算机图形学和计算机视觉的3D面部重建技术的进步,本研究提出了一个系统,可以从视频中实现精确和鲁棒的3D面部重建,以改进目前的医患沟通工具。重建后的人脸可用于三维仿真美学过程。提出的三维人脸重建算法利用统计形状模型以及面部地标和轮廓信息,对人脸从前向左移动的对象进行迭代建模。提出的三维主动形状模型方法能够实现人脸特征点的时空跟踪和基于第一帧中定义的几个初始人脸特征点的姿态估计。从关键帧中提取的轮廓信息可以更好地重建人脸。采用真实数据和人工数据对所提出的方法进行了严格的实验评估。结果表明,该方法能够以5%眼内距离的中值误差近似检测面部标志,以小于5度的中值误差估计姿态,并且轮廓信息能够提高面部所有区域的重建精度,尤其是脸颊区域。
{"title":"3D Face Reconstruction from Video Using 3D Morphable Model and Silhouette","authors":"C. Baumberger, M. Reyes, M. Constantinescu, R. Olariu, Edilson de Aguiar, Thiago Oliveira-Santos","doi":"10.1109/SIBGRAPI.2014.12","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.12","url":null,"abstract":"Capitalizing on the advances of 3D face reconstruction from computer graphics and computer vision, this work presents a system to enable precise and robust 3D facial reconstruction from video in order to improve current approaches for doctor-patient communication tools. The reconstructed face can be used for emulation of aesthetic procedures in 3D. The proposed 3D face reconstruction algorithm uses a statistical shape model as well as information from facial landmarks and silhouette to iteratively model the face of a subject moving the face from front to left. The presented 3D active shape model approach enables the spatio-temporal tracking of facial landmarks and pose estimation based on a few initial facial landmarks defined in the first frame. Silhouette information extracted from key frames allows for better face reconstruction. The proposed methods were rigorously evaluated with experiments using real and artificial data. Results showed that the proposed method can detect facial landmarks with an approximate median error of 5% intraocular distance, can estimate pose with a median error below 5 degrees, and that silhouette information can improve reconstruction accuracy in all facial regions, specially on the cheeks.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125241741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Procedural Generation of 3D Canyons 3D峡谷的程序生成
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.41
Daniel Michelon De Carli, C. Pozzer, Fernando Bevilacqua, V. Schetinger
This paper presents a non-assisted method for procedural generation of 3D canyon scenes. Our approach combines techniques of computer graphics, computer vision, image processing and graph search algorithms. Our main contribution is a generation approach that uses noise-generated height maps that are carefully transformed and manipulated by data clustering (through the Mean Shift algorithm) and image operations in order to mimic the observed geological features of real canyons. Several parameters are used to guide and constrain the generation of terrains, canyon features, course and shape of rivers, plain areas, soft slope regions, cliffs and plateaus.
本文提出了一种非辅助的三维峡谷场景程序生成方法。我们的方法结合了计算机图形学、计算机视觉、图像处理和图形搜索算法等技术。我们的主要贡献是一种生成方法,该方法使用噪声生成的高度图,通过数据聚类(通过Mean Shift算法)和图像操作仔细转换和操作,以模拟观测到的真实峡谷的地质特征。几个参数用于指导和约束地形、峡谷特征、河流、平原地区、软坡地区、悬崖和高原的生成。
{"title":"Procedural Generation of 3D Canyons","authors":"Daniel Michelon De Carli, C. Pozzer, Fernando Bevilacqua, V. Schetinger","doi":"10.1109/SIBGRAPI.2014.41","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.41","url":null,"abstract":"This paper presents a non-assisted method for procedural generation of 3D canyon scenes. Our approach combines techniques of computer graphics, computer vision, image processing and graph search algorithms. Our main contribution is a generation approach that uses noise-generated height maps that are carefully transformed and manipulated by data clustering (through the Mean Shift algorithm) and image operations in order to mimic the observed geological features of real canyons. Several parameters are used to guide and constrain the generation of terrains, canyon features, course and shape of rivers, plain areas, soft slope regions, cliffs and plateaus.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116766313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Semantically Aware Dynamic Layouts 语义感知动态布局
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.43
Erick Gomez Nieto, Danilo Motta, L. G. Nonato
Arranging geometric primitives in a two-dimensional layout is a typical problem in graphics and visualization applications. Most existing approaches are either not flexible enough to allow users modify the layout according to their interest or unable to maintain the semantic relation between geometric instances during user manipulation. The few interactive semantic aware layout construction methods relies on computationally costly energy functional that demand intricate GPU implementations to enable real-time user interventions. In this work we propose a novel interactive semantic aware layout construction technique that relies on a simple mathematical and computational formulation that allow users to freely interact with the layout. Our approach is supported by interactive multidimensional projection methods, which enforces similar instances to be placed close to each other during layout updates. The presented results show the versatility, effectiveness, and simplicity of our approach when building semantic aware user tailored layouts.
在二维布局中排列几何基元是图形和可视化应用中的一个典型问题。大多数现有方法要么不够灵活,不能允许用户根据自己的兴趣修改布局,要么无法在用户操作期间维护几何实例之间的语义关系。少数交互式语义感知布局构建方法依赖于计算成本高的能量函数,需要复杂的GPU实现来实现实时用户干预。在这项工作中,我们提出了一种新的交互式语义感知布局构建技术,该技术依赖于一个简单的数学和计算公式,允许用户自由地与布局交互。我们的方法得到交互式多维投影方法的支持,该方法在布局更新期间强制相似的实例彼此靠近放置。给出的结果显示了我们的方法在构建感知语义的用户定制布局时的多功能性、有效性和简单性。
{"title":"Semantically Aware Dynamic Layouts","authors":"Erick Gomez Nieto, Danilo Motta, L. G. Nonato","doi":"10.1109/SIBGRAPI.2014.43","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.43","url":null,"abstract":"Arranging geometric primitives in a two-dimensional layout is a typical problem in graphics and visualization applications. Most existing approaches are either not flexible enough to allow users modify the layout according to their interest or unable to maintain the semantic relation between geometric instances during user manipulation. The few interactive semantic aware layout construction methods relies on computationally costly energy functional that demand intricate GPU implementations to enable real-time user interventions. In this work we propose a novel interactive semantic aware layout construction technique that relies on a simple mathematical and computational formulation that allow users to freely interact with the layout. Our approach is supported by interactive multidimensional projection methods, which enforces similar instances to be placed close to each other during layout updates. The presented results show the versatility, effectiveness, and simplicity of our approach when building semantic aware user tailored layouts.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122428898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Segmentation of Pigmented Melanocytic Skin Lesions Based on Learned Dictionaries and Normalized Graph Cuts 基于学习字典和归一化图割的黑色素细胞皮肤损伤分割
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.42
E. S. Flores, J. Scharcanski
Pigmented melanocytic skin lesion pre-screening relies on the proper segmentation of the image regions affected by the skin lesion. This paper proposes a new pigmented melanocytic skin lesion segmentation algorithm for standard camera images. It is assumed that only one skin lesion is in each input image, and also is assumed that the skin lesion is placed at (or close to) the image center. Thus, the input is, at first, shading attenuated, and then converted to a three-channel color space that enhances the discrimination between healthy and unhealthy skin regions. Afterwards, a dictionary is generated for each image, which is compact and reconstructive, and represents the image patches. This dictionary is obtained in an unsupervised manner using a modified version of the Information-Theoretic Dictionary Learning (ITDL) method, which was originally proposed as supervised dictionary learning method. Normalized Graph Cuts is used to partition the set of projected patches in two groups, resulting in a binary mask that labels the pixels as corresponding to healthy or unhealthy image regions. Our preliminary experimental results obtained on a publicly available dataset are encouraging, and suggest that the proposed pigmented melanocytic skin lesion segmentation method provides, in average, a lower segmentation error rate than comparable state-of-the-art methods proposed in the literature.
色素黑素细胞性皮肤病变的预筛选依赖于对受皮肤病变影响的图像区域进行适当的分割。提出了一种针对标准相机图像的黑色素细胞皮肤病灶分割算法。假设每个输入图像中只有一个皮肤病变,并且假设皮肤病变位于(或接近)图像中心。因此,输入首先是减弱阴影,然后转换为三通道颜色空间,增强健康和不健康皮肤区域之间的区分。然后,为每张图像生成一个字典,该字典具有紧凑性和重构性,表示图像的patch。该词典是使用信息理论字典学习(ITDL)方法的改进版本以无监督的方式获得的,该方法最初被提出为监督字典学习方法。规范化图形切割用于将投影补丁集划分为两组,从而产生一个二值掩码,该掩码将像素标记为对应于健康或不健康的图像区域。我们在公开数据集上获得的初步实验结果令人鼓舞,并表明所提出的色素黑素细胞皮肤病变分割方法平均比文献中提出的同类最先进方法提供更低的分割错误率。
{"title":"Segmentation of Pigmented Melanocytic Skin Lesions Based on Learned Dictionaries and Normalized Graph Cuts","authors":"E. S. Flores, J. Scharcanski","doi":"10.1109/SIBGRAPI.2014.42","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.42","url":null,"abstract":"Pigmented melanocytic skin lesion pre-screening relies on the proper segmentation of the image regions affected by the skin lesion. This paper proposes a new pigmented melanocytic skin lesion segmentation algorithm for standard camera images. It is assumed that only one skin lesion is in each input image, and also is assumed that the skin lesion is placed at (or close to) the image center. Thus, the input is, at first, shading attenuated, and then converted to a three-channel color space that enhances the discrimination between healthy and unhealthy skin regions. Afterwards, a dictionary is generated for each image, which is compact and reconstructive, and represents the image patches. This dictionary is obtained in an unsupervised manner using a modified version of the Information-Theoretic Dictionary Learning (ITDL) method, which was originally proposed as supervised dictionary learning method. Normalized Graph Cuts is used to partition the set of projected patches in two groups, resulting in a binary mask that labels the pixels as corresponding to healthy or unhealthy image regions. Our preliminary experimental results obtained on a publicly available dataset are encouraging, and suggest that the proposed pigmented melanocytic skin lesion segmentation method provides, in average, a lower segmentation error rate than comparable state-of-the-art methods proposed in the literature.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134398387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
Semi-supervised Learning for Relevance Feedback on Image Retrieval Tasks 图像检索任务中相关反馈的半监督学习
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.44
D. C. G. Pedronette, R. Calumby, R. Torres
Relevance feedback approaches have been established as an important tool for interactive search, enabling users to express their needs. However, in view of the growth of multimedia collections available, the user efforts required by these methods tend to increase as well, demanding approaches for reducing the need of user interactions. In this context, this paper proposes a semi-supervised learning algorithm for relevance feedback to be used in image retrieval tasks. The proposed semi-supervised algorithm aims at using both supervised and unsupervised approaches simultaneously. While a supervised step is performed using the information collected from the user feedback, an unsupervised step exploits the intrinsic dataset structure, which is represented in terms of ranked lists of images. Several experiments were conducted for different image retrieval tasks involving shape, color, and texture descriptors and different datasets. The proposed approach was also evaluated on multimodal retrieval tasks, considering visual and textual descriptors. Experimental results demonstrate the effectiveness of the proposed approach.
相关反馈方法已成为交互式搜索的重要工具,使用户能够表达自己的需求。然而,鉴于可用的多媒体集合的增长,这些方法所要求的用户努力也趋于增加,要求减少用户交互需求的方法。在此背景下,本文提出了一种用于图像检索任务的相关反馈的半监督学习算法。提出的半监督算法旨在同时使用有监督和无监督方法。有监督的步骤是使用从用户反馈中收集的信息来执行的,而无监督的步骤利用了内在的数据集结构,它用图像的排名列表来表示。针对形状、颜色和纹理描述符和不同数据集的图像检索任务进行了实验。在考虑视觉和文本描述符的多模态检索任务中,对该方法进行了评估。实验结果证明了该方法的有效性。
{"title":"Semi-supervised Learning for Relevance Feedback on Image Retrieval Tasks","authors":"D. C. G. Pedronette, R. Calumby, R. Torres","doi":"10.1109/SIBGRAPI.2014.44","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.44","url":null,"abstract":"Relevance feedback approaches have been established as an important tool for interactive search, enabling users to express their needs. However, in view of the growth of multimedia collections available, the user efforts required by these methods tend to increase as well, demanding approaches for reducing the need of user interactions. In this context, this paper proposes a semi-supervised learning algorithm for relevance feedback to be used in image retrieval tasks. The proposed semi-supervised algorithm aims at using both supervised and unsupervised approaches simultaneously. While a supervised step is performed using the information collected from the user feedback, an unsupervised step exploits the intrinsic dataset structure, which is represented in terms of ranked lists of images. Several experiments were conducted for different image retrieval tasks involving shape, color, and texture descriptors and different datasets. The proposed approach was also evaluated on multimodal retrieval tasks, considering visual and textual descriptors. Experimental results demonstrate the effectiveness of the proposed approach.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123835414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Face Sketch Recognition from Local Features 基于局部特征的人脸素描识别
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.24
Marco A. A. Silva, Guillermo Cámara Chávez
Systems for face sketch recognition are very important for law enforcement agencies. These systems can help to locate or narrow down potential suspects. Recently, various methods were proposed to address this problem, but there is no clear comparison of their performance. In this paper is proposed a new approach for photo/sketch recognition based on the Local Feature-based Discriminant Analysis (LFDA) method. This new approach was tested and compared with its predecessors using three differents datasets and also adding an extra gallery of 10,000 photos to extend the gallery. Experiments using the CUFS and CUFSF databases show that our approach outperforms the state-of-the-art approaches. Our approach also shows good results with forensic sketches. The limitation with this dataset is its very small size. By increasing the training dataset, the accuracy of our approach increases, as it was demonstrated by our experiments.
人脸素描识别系统对执法部门来说是非常重要的。这些系统可以帮助定位或缩小潜在嫌疑人的范围。最近,人们提出了各种方法来解决这个问题,但它们的性能并没有明确的比较。提出了一种基于局部特征判别分析(LFDA)方法的照片/素描识别新方法。我们使用三个不同的数据集对这种新方法进行了测试,并与之前的方法进行了比较,同时还增加了一个包含10,000张照片的额外图库来扩展图库。使用CUFS和CUFSF数据库的实验表明,我们的方法优于最先进的方法。我们的方法在法医素描上也显示出良好的效果。这个数据集的限制是它的大小非常小。通过增加训练数据集,我们的方法的准确性提高,正如我们的实验所证明的那样。
{"title":"Face Sketch Recognition from Local Features","authors":"Marco A. A. Silva, Guillermo Cámara Chávez","doi":"10.1109/SIBGRAPI.2014.24","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.24","url":null,"abstract":"Systems for face sketch recognition are very important for law enforcement agencies. These systems can help to locate or narrow down potential suspects. Recently, various methods were proposed to address this problem, but there is no clear comparison of their performance. In this paper is proposed a new approach for photo/sketch recognition based on the Local Feature-based Discriminant Analysis (LFDA) method. This new approach was tested and compared with its predecessors using three differents datasets and also adding an extra gallery of 10,000 photos to extend the gallery. Experiments using the CUFS and CUFSF databases show that our approach outperforms the state-of-the-art approaches. Our approach also shows good results with forensic sketches. The limitation with this dataset is its very small size. By increasing the training dataset, the accuracy of our approach increases, as it was demonstrated by our experiments.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116305091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
High-Quality Reverse Tone Mapping for a Wide Range of Exposures 高品质的反向色调映射为广泛的曝光
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.29
Rafael Pacheco Kovaleski, M. M. O. Neto
Reverse-tone-mapping operators (rTMOs) enhance low-dynamic-range images and videos for display on high-dynamic-range monitors. A common problem faced by previous rTMOs is the handling of under or overexposed content. Under such conditions, they may not be effective, and even cause loss and reversal of visible contrast. We present an rTMO based on cross-bilateral filtering that generates high-quality HDR images and videos for a wide range of exposures. Experiments performed using an objective image quality metric show that our approach is the only technique available that can gracefully enhance perceived details across a large range of image exposures.
反向色调映射操作符(rTMOs)增强低动态范围图像和视频,以便在高动态范围监视器上显示。以前的rts面临的一个常见问题是处理曝光不足或曝光过度的内容。在这种情况下,它们可能无效,甚至造成可见对比度的损失和逆转。我们提出了一种基于交叉双边滤波的rTMO,可以在大范围曝光下生成高质量的HDR图像和视频。使用客观图像质量度量进行的实验表明,我们的方法是唯一可用的技术,可以在大范围的图像曝光中优雅地增强感知细节。
{"title":"High-Quality Reverse Tone Mapping for a Wide Range of Exposures","authors":"Rafael Pacheco Kovaleski, M. M. O. Neto","doi":"10.1109/SIBGRAPI.2014.29","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.29","url":null,"abstract":"Reverse-tone-mapping operators (rTMOs) enhance low-dynamic-range images and videos for display on high-dynamic-range monitors. A common problem faced by previous rTMOs is the handling of under or overexposed content. Under such conditions, they may not be effective, and even cause loss and reversal of visible contrast. We present an rTMO based on cross-bilateral filtering that generates high-quality HDR images and videos for a wide range of exposures. Experiments performed using an objective image quality metric show that our approach is the only technique available that can gracefully enhance perceived details across a large range of image exposures.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127438811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 105
A Sketch-Based Modeling Framework Based on Adaptive Meshes 基于自适应网格的草图建模框架
Pub Date : 2014-08-26 DOI: 10.1109/SIBGRAPI.2014.16
E. V. Brazil, Ronan M. Amorim, M. Sousa, L. Velho, L. H. Figueiredo
In the last 15 years many systems for sketch-based modeling have been developed. Much of this work has focused on the final results and describes the solutions from a technical and practical point of view. In this paper we take a more theoretical approach to the problem of sketch-based surface modeling (SBSM) and introduce a framework for SBSM systems based on adaptive meshes. The main advantage of this approach is to split the modeling operators and the final representation, allowing the creation of SBSM systems suitable for specific domains with different demands. In addition, we present two systems built on top of this framework, one with the capability to control local and global changes to the model and one that follows domain constraints.
在过去的15年里,许多基于草图的建模系统被开发出来。大部分工作都集中在最终结果上,并从技术和实践的角度描述了解决方案。本文从理论上探讨了基于草图的曲面建模问题,并提出了一种基于自适应网格的草图曲面建模系统框架。这种方法的主要优点是将建模操作符和最终表示分开,从而允许创建适合具有不同需求的特定领域的SBSM系统。另外,我们提出了建立在这个框架之上的两个系统,一个具有控制模型局部和全局变化的能力,另一个遵循领域约束。
{"title":"A Sketch-Based Modeling Framework Based on Adaptive Meshes","authors":"E. V. Brazil, Ronan M. Amorim, M. Sousa, L. Velho, L. H. Figueiredo","doi":"10.1109/SIBGRAPI.2014.16","DOIUrl":"https://doi.org/10.1109/SIBGRAPI.2014.16","url":null,"abstract":"In the last 15 years many systems for sketch-based modeling have been developed. Much of this work has focused on the final results and describes the solutions from a technical and practical point of view. In this paper we take a more theoretical approach to the problem of sketch-based surface modeling (SBSM) and introduce a framework for SBSM systems based on adaptive meshes. The main advantage of this approach is to split the modeling operators and the final representation, allowing the creation of SBSM systems suitable for specific domains with different demands. In addition, we present two systems built on top of this framework, one with the capability to control local and global changes to the model and one that follows domain constraints.","PeriodicalId":146229,"journal":{"name":"2014 27th SIBGRAPI Conference on Graphics, Patterns and Images","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115309543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
2014 27th SIBGRAPI Conference on Graphics, Patterns and Images
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1