2017 International Conference on Systems, Signals and Image Processing (IWSSIP)最新文献

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Low profile co-radiator transmit-receive antenna for Ku-band 用于 Ku 波段的低矮型共辐射发射接收天线
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965618
P. R. Sriram, S. Revathy, H. Habiba
{"title":"Low profile co-radiator transmit-receive antenna for Ku-band","authors":"P. R. Sriram, S. Revathy, H. Habiba","doi":"10.1109/IWSSIP.2017.7965618","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965618","url":null,"abstract":"Bidirectional high data rate satellite links are needed in emergency conditions where other telecommunication infrastructures are not available. This paper focuses the design of Co-radiator transmit receive antenna suitable for satellite Ku-band emergency communications. The reported antenna consists of two elements in the same patch which is operated from 10.7 GHz to 12.5 GHz for reception and 14 GHz to 14.5 GHz for transmission. Dual polarization is achieved by providing perpendicular feeding structure. The proposed antenna provides 10 dB return loss and maximum gain of 12.5 dBi for the transmit band and 10 dB return loss and maximum gain of 11.5 dBi for the receive band.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128170993","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: 0
Application of B-splines FFD image registration in breast cancer radiotherapy planning b样条FFD图像配准在乳腺癌放疗规划中的应用
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965578
Marek Wodzinski, A. Skalski, P. Kedzierawski, T. Kuszewski
{"title":"Application of B-splines FFD image registration in breast cancer radiotherapy planning","authors":"Marek Wodzinski, A. Skalski, P. Kedzierawski, T. Kuszewski","doi":"10.1109/IWSSIP.2017.7965578","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965578","url":null,"abstract":"Localization of a resected tumor lodge after a breast cancer surgery is a challenging task for the radiotherapy planning. Currently, the problem is handled by creating radiation dose margins, which take into account the lack of information about lodge localization. We propose an alternative approach based on the image registration techniques, that aims to align computed tomography 3D images before and after surgery and to estimate the resected tumor lodge localization. The rigid registration and free-form deformations based on B-Splines are evaluated with additional 3D images preprocessing and analytical gradient calculation to speed-up the registration process. The correctness and usefulness are evaluated using target registration error, visual inspection, and physician opinion. The results demonstrate that the usage of image registration techniques can improve the quality of the radiotherapy planning.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"275 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120865179","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: 5
Method of vibroacoustic signal spectrum optimization in diagnostics of devices 振动声信号频谱优化在设备诊断中的应用
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965612
Marcin Jarmolowicz, E. Kornatowski
{"title":"Method of vibroacoustic signal spectrum optimization in diagnostics of devices","authors":"Marcin Jarmolowicz, E. Kornatowski","doi":"10.1109/IWSSIP.2017.7965612","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965612","url":null,"abstract":"The vibroacoustic method of device diagnostics is most often based on spectrum analysis of digitally recorded vibration signal of their mechanical elements. In the steady-state, depending on the test object, the signal may contain only fundamental frequency and harmonics. Then, in case of poor mechanical condition, diagnostic signal contains also some foreign frequencies. Using signal of finite length for computing its spectrum causes some deviations in spectrum structure. It can be the reason for misinterpretation because of array frequencies occurring in DFT, which in fact do not exist in the signal and existing frequencies, which have incorrect amplitude. To reduce this effect, the window function can be used. Taking into consideration the special spectral structure of diagnostic signals in the steady-state, it is possible to adjust parameters of signals in such a way to eliminate any distortion for regular frequencies. For this purpose, if further analysis requires a fixed number of signal samples, by signal resampling, spectral resolution can be adjusted to the harmonics existing in the signal, especially, when processed are signals already recorded with unwanted sampling frequencies.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121166900","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
Signal analysis on the ball: Design of optimal basis functions with maximal multiplicative concentration in spatial and spectral domains 球的信号分析:在空间和谱域具有最大乘集中的最优基函数的设计
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965574
Wajeeha Nafees, Z. Khalid, R. Kennedy
{"title":"Signal analysis on the ball: Design of optimal basis functions with maximal multiplicative concentration in spatial and spectral domains","authors":"Wajeeha Nafees, Z. Khalid, R. Kennedy","doi":"10.1109/IWSSIP.2017.7965574","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965574","url":null,"abstract":"In this work, we design a set of complete orthonormal optimal basis functions for signals defined on the ball. We design the basis functions by maximizing the product of their energy concentration in some spatial region and that in some spectral region. The optimal basis functions are designed as a linear combination of space-limited functions with maximal concentration in the spectral region and band-limited functions with maximal concentration in the spatial region. The proposed optimal basis functions are shown to form a complete set for signal representation in a subspace formed by the vector sum of the subspaces spanned by space-limited and band-limited functions. We also formulate an integral operator which projects the signal to the joint subspace and maximizes the product of energy concentrations in harmonic and spatial domains. With the help of some properties of proposed optimal basis functions we show that these functions are the only eigenfunctions of the integral operator.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126151294","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: 0
Face detection speed improvement using bitmap-based Histogram of Oriented gradien 基于位图的定向梯度直方图提高人脸检测速度
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965568
A. Dehghani, D. Moloney, Xiaofang Xu
{"title":"Face detection speed improvement using bitmap-based Histogram of Oriented gradien","authors":"A. Dehghani, D. Moloney, Xiaofang Xu","doi":"10.1109/IWSSIP.2017.7965568","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965568","url":null,"abstract":"Since the Viola-Jones seminal work, the boosted cascade with simple features has become the most popular and effective approach for practical face detection. More improved face detectors that can handle uncontrolled face detection scenarios have achieved by applying more advanced features such as Histogram of oriented Gradients (HoG). The great improvement in accuracy delivered by these methods has been accompanied by a large increase in the computational burden, which limited adoption in embedded solutions particularly. The improved bitmap-based HoG approaches resolved this problem by limitation of HoG window to non-rectangular irregular pattern of the object and its boundary avoid processing of extra background and (partially) foreground pixels respectively. In this paper, bHoG and bbHoG along with three different bitmap patterns are applied to the face detection problem to not only benefits from the robustness of HoG, but also to amend its high computational cost significantly. Experimental results show an decrease of 92.5% in the workload associated with HoG/SVM classifiers compared to the state-of-the-art, along with approximately the same performance as standard HoG and an average decrease about 5% in recall and precision in comparison for the smaller cell sizes.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121878598","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: 2
SAR patch categorization using dual tree orientec wavelet transform and stacked autoencoder 基于双树定向小波变换和堆叠自编码器的SAR patch分类
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965615
D. Gleich, P. Planinsic
{"title":"SAR patch categorization using dual tree orientec wavelet transform and stacked autoencoder","authors":"D. Gleich, P. Planinsic","doi":"10.1109/IWSSIP.2017.7965615","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965615","url":null,"abstract":"This paper presents a categorization of Synthetic Aperture Radar (SAR) data patches. The categories of the SAR data were designed manually by cutting several spotlight SAR products into different categories. The supervised approach to the categorization was proposed, where an oriented dual tree wavelet transform was used to decompose energy of the original image. Subbands of wavelet transforms with different orientations were used for computation of spectral features. The log commulants were estimated for each subband and 8 additional rotations were used for feature extraction. Those features were fed into stacked autoencoder (SAE). The SAE was pre-trained by greedy layer-wise training method. Capable of feature expression, SAE makes the fused features more distinguishable. Finally, the model is fine-tuned by a softmax classifier and applied to the categories selection of targets. The proposed method is comparable with the state-of-the art methods for SAR data categorization.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125540795","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
Real-time estimation of travel speed using urban traffic information system and CCTV 利用城市交通信息系统和闭路电视实时估计行车速度
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965582
Yong-Kul Ki, Jin-Wook Choi, Hosung Joun, Gye-Hyeong Ahn, Kyu-Cheol Cho
{"title":"Real-time estimation of travel speed using urban traffic information system and CCTV","authors":"Yong-Kul Ki, Jin-Wook Choi, Hosung Joun, Gye-Hyeong Ahn, Kyu-Cheol Cho","doi":"10.1109/IWSSIP.2017.7965582","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965582","url":null,"abstract":"Travel speed is an important parameter for measuring road traffic. Urban Traffic Information System (UTIS) was developed as a mobile detector for measuring link travel speeds in South Korea. UTIS is mainly a means of collecting enhanced roadway condition information and then broadcasting related traveler information and various alerts back to vehicles. The proposed wireless media is based on UTIS technology operating at 5.725∼5.825 GHz in South Korea. Under the UTIS concept, vehicles will be equipped with an UTIS radio, a highly accurate on-board positioning system, an appropriately configured on-board computer to facilitate communications, support various applications, and provide an interface for the driver. This equipment is collectively referred to as the On-Board Equipment (OBE). Vehicles communicate with Roadside Equipment (RSE), which is linked to the specialized UTIS network. RSEs and CCTVs are positioned at major signaled intersections and along major arterial roads. This study describes a model developed for estimating reliable and accurate average roadway link travel speeds using UTIS and CCTV. The algorithm estimates link travel times using a robust data-fusion procedure to provide accurate link travel speeds and traffic information to the public.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127767190","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: 12
Immersive visual media — MPEG-I: 360 video, virtual navigation and beyond 沉浸式视觉媒体- MPEG-I: 360视频,虚拟导航和超越
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965623
M. Domański, O. Stankiewicz, K. Wegner, T. Grajek
{"title":"Immersive visual media — MPEG-I: 360 video, virtual navigation and beyond","authors":"M. Domański, O. Stankiewicz, K. Wegner, T. Grajek","doi":"10.1109/IWSSIP.2017.7965623","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965623","url":null,"abstract":"In this paper we consider immersive visual media that are currently researched within scientific community. These include the well-established technologies, like 360-degree panoramas, as well as those being intensively developed, like free viewpoint video and point-cloud based systems. By the use of characteristic examples, we define the features of the immersive visual media that distinguish them from the classical 2D video. Also, we present the representation technologies that are currently considered by the scientific community, especially in the context of standardization of the immersive visual media in the MPEG-I project recently launched by ISO/IEC.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"73 16","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131470481","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: 56
Analysing acoustic model changes for active learning in automatic speech recognition 自动语音识别中主动学习的声学模型变化分析
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965609
Chenhao Wu, Raymond W. M. Ng, Oscar Saz-Torralba, Thomas Hain
{"title":"Analysing acoustic model changes for active learning in automatic speech recognition","authors":"Chenhao Wu, Raymond W. M. Ng, Oscar Saz-Torralba, Thomas Hain","doi":"10.1109/IWSSIP.2017.7965609","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965609","url":null,"abstract":"In active learning for Automatic Speech Recognition (ASR), a portion of data is automatically selected for manual transcription. The objective is to improve ASR performance with retrained acoustic models. The standard approaches are based on confidence of individual sentences. In this study, we look into an alternative view on transcript label quality, in which Gaussian Supervector Distance (GSD) is used as a criterion for data selection. GSD is a metric which quantifies how the model was changed during its adaptation. By using an automatic speech recognition transcript derived from an out-of-domain acoustic model, unsupervised adaptation was conducted and GSD was computed. The adapted model is then applied to an audio book transcription task. It is found that GSD provide hints for predicting data transcription quality. A preliminary attempt in active learning proves the effectiveness of GSD selection criterion over random selection, shedding light on its prospective use.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134019459","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
Image symmetries: The right balance between evenness and perception 图像对称:在均匀性和观感之间的正确平衡
2017 International Conference on Systems, Signals and Image Processing (IWSSIP) Pub Date : 2017-05-01 DOI: 10.1109/IWSSIP.2017.7965605
Fabrizio Guerrini, Alessandro Gnutti, R. Leonardi
{"title":"Image symmetries: The right balance between evenness and perception","authors":"Fabrizio Guerrini, Alessandro Gnutti, R. Leonardi","doi":"10.1109/IWSSIP.2017.7965605","DOIUrl":"https://doi.org/10.1109/IWSSIP.2017.7965605","url":null,"abstract":"A recent and fascinating interest in computational symmetry for computer vision and computer graphics applications has led to a remarkable realization of new symmetry detection algorithms. Such a concern is culminated in a symmetry detection competition as a workshop affiliated with the 2011 and 2013 CVPR Conferences. In this paper, we propose a method based on the computation of the symmetry level associated to each pixel. Such a value is determined through the energy balance of the even/odd decomposition of a patch with respect to a central axis (which is equivalent to estimate the middle point of a row-wise convolution). Peaks localization along the perpendicular direction of each angle allows to identify possible symmetry axes. The evaluation of a feature based on gradient information allows to establish a classification confidence for each detected axis. By adopting the aforementioned rigorous validation framework, the proposed method indicates significant performance increase.","PeriodicalId":302860,"journal":{"name":"2017 International Conference on Systems, Signals and Image Processing (IWSSIP)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125207465","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: 0
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