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2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)最新文献

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Page-level handwritten script identification using modified log-Gabor filter based features 使用基于修改的log-Gabor过滤器的特征的页面级手写脚本标识
P. Singh, Iman Chatterjee, R. Sarkar
Automatic identification of scripts, an imperative research problem during the last few decades, has posed many challenges in any multi-script environment. As India is a multilingual country, therefore, text documents containing more than one language are very familiar phenomenon here. But to digitize these multi-lingual documents using any Optical Character Recognition (OCR) engine, first it is required to recognize the scripts used to write the same. In this paper, a page-level script identification technique for eight popular handwritten scripts namely, Bangla, Devanagari, Gurumukhi, Oriya, Tamil, Telugu, Urdu along with Roman has been proposed. To start with, Modified log-Gabor filters based texture features are designed from each of the document pages. Then the proposed model is evaluated using multiple classifiers and based on their identification accuracies, it is found that Simple Logistic performs the best. Outcome of the present experiment reveals the usefulness of the Modified log-Gabor filters based features in recognition of handwritten Indic scripts. A total of 240 document pages is used to carry out the present experiment and it yields 95.57% accuracy in identifying the scripts of the documents. Even if the proposed method is assessed on limited dataset, but considering the intricacies of the scripts, the outcome can be assumed reasonably acceptable.
脚本的自动识别是近几十年来一个迫切需要研究的问题,在任何多脚本环境中都提出了许多挑战。由于印度是一个多语言国家,因此,包含多种语言的文本文件在这里是非常常见的现象。但是,要使用光学字符识别(OCR)引擎对这些多语言文档进行数字化,首先需要识别用于编写这些文档的脚本。本文提出了一种针对孟加拉语、德文加里语、古鲁穆基语、奥里亚语、泰米尔语、泰卢固语、乌尔都语和罗马语等八种常用手写体的页级文字识别技术。首先,从每个文档页面设计基于纹理特征的Modified log-Gabor过滤器。然后使用多个分类器对所提出的模型进行评估,基于它们的识别精度,发现简单逻辑的识别效果最好。本实验的结果揭示了基于改进log-Gabor滤波器的特征在手写体印度文字识别中的实用性。本实验共使用了240页文档进行实验,对文档脚本的识别准确率为95.57%。即使所提出的方法在有限的数据集上进行评估,但考虑到脚本的复杂性,结果可以被认为是合理可接受的。
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引用次数: 18
A CCII-based wide frequency range square/triangular wave generator 基于ccii的宽频率范围方波/三角波发生器
Shahid Malik, K. Kishore, D. Sharma, Maneesh Maharana, S. A. Akbar, T. Islam
In this paper, we propose a current-mode based solution suitable for triangular/square wave generator using second generation current conveyor. The proposed oscillator, which utilizes two second generation current conveyor (CCII) as active elements, three resistors and a capacitor, is based on resistance-capacitance (RC) cell and found to be effective alternate of voltage-mode based oscillators. Experimental results were obtained by implementing the proposed circuit using commercially available CCII (AD844) and passive components. Simulation and experimental results have confirmed the theoretical expectations, showing good linearity in wide oscillation frequency range. The sensitivity and operating frequency of the proposed oscillator can be adjusted using passive components. The proposed configuration finds useful applications in wide range capacitive/resistive sensor front end.
在本文中,我们提出了一种基于电流模式的解决方案,适用于使用第二代电流输送机的三角/方波发生器。该振荡器采用两个第二代电流传送带(CCII)作为有源元件,三个电阻和一个电容,基于电阻-电容(RC)单元,是电压型振荡器的有效替代方案。利用市售的CCII (AD844)和无源器件实现了该电路,得到了实验结果。仿真和实验结果证实了理论预期,在较宽的振荡频率范围内具有良好的线性。所提出的振荡器的灵敏度和工作频率可以使用无源元件进行调节。提出的结构在大范围电容/电阻式传感器前端有很好的应用。
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引用次数: 15
Frequency reconfigurable patch antenna using PIN diode at X-band 在x波段使用PIN二极管的频率可重构贴片天线
A. Bhattacharya, R. Jyoti
In this paper the design of an X-band frequency reconfigurable patch antenna has been demonstrated using PIN diode. A square slot has been introduced in order to realize PIN diode effect in antenna parameters. The tuning of frequency is realized by changing its effective electrical length, which is controlled by different mode of the PIN diode by applying different bias voltages across it along the slot of the antenna. An annular slot rectangular patch antenna is used and a gap of 2mm is used to attach PIN diode. When the PIN diode is forward biased i.e gap is closed by PIN diode and current will flow along the outer ring. ±60 MHz (1.34 %) tuning of frequency has been obtained by applying the bias voltage of 3 volt. The structure has been simulated in ADS software. Simulated and measured performances are presented. Results are used to demonstrate that there is good agreement between the simulated and measured results. The match between simulation and measured results suggests that proposed candidate can be used as a frequency reconfigurable antenna.
本文用PIN二极管演示了一种x波段频率可重构贴片天线的设计。为了在天线参数中实现PIN二极管效应,引入了一个方槽。频率的调谐是通过改变其有效电长度来实现的,而有效电长度是由PIN二极管的不同模式通过沿天线槽施加不同的偏置电压来控制的。使用环形槽矩形贴片天线,并使用2mm的间隙连接PIN二极管。当PIN二极管正向偏置时,即缺口被PIN二极管关闭,电流将沿外环流动。通过施加3伏的偏置电压,获得了±60 MHz(1.34%)的频率调谐。在ADS软件中对该结构进行了仿真。给出了仿真和实测性能。结果表明,模拟结果与实测结果吻合较好。仿真结果与实测结果吻合,表明该候选天线可以作为频率可重构天线使用。
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引用次数: 26
Multicore encryption and authentication on a reconfigurable hardware 可重构硬件上的多核加密和身份验证
Saheli Ghosh, S. Das, R. Paul, A. Chakrabarti
Security has always been the toughest challenge in data communication, at the same time it is the biggest necessity in transmitting confidential data. Sensitive data are often at stake when they are deployed in a network. Embedded system design is a very popular research activity as it has a wide range of applications namely, security and surveillance, personal digital assistant, biomedical systems, mobile and pervasive communication gadgets, along with its huge speed compared to very popular software designs. Most of the embedded system applications involve data communication between multiple parties. To add to it, sensor technology requires physically secured systems, which can be dealt with cryptographic and hashing algorithms. However, a parallel implementation of Encryption and Hashing algorithm will cost the efficiency and performance speed of the system. To overcome the shortcomings a multi-core system, capable of parallely executing authentication and encryption is proposed. In this proposal a encryption algorithm and a hash algorithm are placed into two ARM cortex processor of ZYNQ 7020-clg484 FPGA board using ISE 14.4 design suite. The true parallel execution of both algorithms increases system throughput. The soft core IPs(RS232 and Ethernet) are placed in FPGA region to handle realtime data.
安全一直是数据通信中最严峻的挑战,同时也是机密数据传输的最大需求。当敏感数据部署在网络中时,它们往往处于危险之中。嵌入式系统设计是一项非常受欢迎的研究活动,因为它具有广泛的应用,即安全和监控,个人数字助理,生物医学系统,移动和无处不在的通信设备,以及与非常流行的软件设计相比的巨大速度。大多数嵌入式系统应用都涉及多方之间的数据通信。此外,传感器技术需要物理上安全的系统,可以处理加密和散列算法。然而,加密和哈希算法的并行实现会降低系统的效率和性能速度。为了克服这些缺点,提出了一种能够并行执行认证和加密的多核系统。本方案采用ISE 14.4设计套件,在ZYNQ 7020-clg484 FPGA板的两个ARM皮质处理器上分别放置一个加密算法和一个哈希算法。两种算法的真正并行执行提高了系统吞吐量。软核ip (RS232和以太网)放置在FPGA区域以处理实时数据。
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引用次数: 0
VidTIMIT audio visual phoneme recognition using AAM visual features and human auditory motivated acoustic wavelet features VidTIMIT视听音素识别利用AAM视觉特征和人听觉激发声学小波特征
A. Biswas, P. K. Sahu, Anirban Bhowmick, M. Chandra
This paper presents an audio visual phoneme recognition system using the shape and appearance information extracted from jaw and lip region to enhance the robustness in noisy environment. Consideration of visual features along with traditional acoustic features have been found to be promising in complex auditory environment. Visual modality can provide complementary information to the speech recognizer when the audio modality is badly affected by background noise. Acoustic modality is represented by auditory based equivalent rectangular bandwidth (ERB) like wavelet features (WERBC) features, whereas visual modality is represented by statistically powerful active appearance model (AAM) based features. Audio and visual modalities are fused by using a proportional weighting factor to form the two stream audio visual synchronous Hidden Markov Model (SHMM) recognizer. The VidTIMIT database is chosen to study the performance of multi-modal phoneme recognition system. Artificial noises are injected to audio files at different SNR levels (0dB-20dB) to study the performance of system in noisy environment. Combination of WERBC and AAM features outperform the well known traditional combination of Mel scale cepstrum coefficients (MFCC) acoustic features and discrete cosine transform (DCT) visual features.
本文提出了一种利用从颌骨和唇部区域提取的形状和外观信息来增强噪声环境下音素识别系统的鲁棒性。在传统声学特征的基础上考虑视觉特征在复杂听觉环境中的应用前景广阔。当音频模态受到背景噪声的严重影响时,视觉模态可以为语音识别器提供补充信息。声学模态由基于听觉的等效矩形带宽(ERB)如小波特征(WERBC)特征表示,而视觉模态由基于统计上强大的活动外观模型(AAM)特征表示。利用比例加权因子融合视听模态,形成两流视听同步隐马尔可夫模型(SHMM)识别器。选择VidTIMIT数据库来研究多模态音素识别系统的性能。在不同信噪比(0dB-20dB)的音频文件中注入人工噪声,研究系统在噪声环境下的性能。WERBC和AAM特征的组合优于Mel尺度倒频谱系数(MFCC)声学特征和离散余弦变换(DCT)视觉特征的传统组合。
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引用次数: 7
An enhanced harmony search method for Bangla handwritten character recognition using region sampling 一种基于区域采样的孟加拉语手写体字符识别的增强和谐搜索方法
Ritesh Sarkhel, Amit K. Saha, N. Das
Identification of minimum number of local regions of a handwritten character image, containing well-defined discriminating features which are sufficient for a minimal but complete description of the character is a challenging task. A new region selection technique based on the idea of an enhanced Harmony Search methodology has been proposed here. The powerful framework of Harmony Search has been utilized to search the region space and detect only the most informative regions for correctly recognizing the handwritten character. The proposed method has been tested on handwritten samples of Bangla Basic, Compound and mixed (Basic and Compound characters)characters separately with SVM based classifier using a longest run based feature-set obtained from the image sub-regions formed by a CG based quad-tree partitioning approach. Applying this methodology on the above mentioned three types of datasets, respectively 43.75%, 12.5% and 37.5% gains have been achieved in terms of region reduction and 2.3%, 0.6% and 1.2% gains have been achieved in terms of recognition accuracy. The results show a sizeable reduction in the minimal number of descriptive regions as well a significant increase in recognition accuracy for all the datasets using the proposed technique. Thus the time and cost related to feature extraction is decreased without dampening the corresponding recognition accuracy.
识别手写字符图像的最小数量的局部区域,包含定义良好的判别特征,足以对字符进行最小但完整的描述是一项具有挑战性的任务。本文提出了一种基于增强型和谐搜索方法的区域选择技术。利用强大的和谐搜索框架对区域空间进行搜索,只检测信息量最大的区域,以正确识别手写字符。利用基于四叉树分割方法形成的图像子区域得到的最长运行时间特征集,利用SVM分类器分别对孟加拉语基本、复合和混合(基本和复合)字符的手写样本进行了测试。将该方法应用于上述三类数据集,区域缩减率分别提高43.75%、12.5%和37.5%,识别准确率分别提高2.3%、0.6%和1.2%。结果表明,使用该技术的所有数据集的最小描述区域数量显著减少,识别精度显著提高。在不影响识别精度的前提下,减少了特征提取的时间和成本。
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引用次数: 23
A novel parallel memory design using 2 Dot 1 electron QCA 基于2点1电子QCA的新型并行存储器设计
Mili Ghosh, Debarka Mukhopadhyay, P. Dutta
In view of the technical limitations of CMOS technology, a serious research initiative is evident towards nanotechnology, as a substitution of the existing technology. Quantum-Dot Cellular Automata constitutes a major field of research in the nanotechnology domain. In this article we are dealing with 2 Dot 1 Electron QCA. This paper proposes a novel parallel memory design both single bit and multi-bit using 2 Dot 1 Electron QCA. The proposed design is going to preserve the stability measure and expected to be optimal.
鉴于CMOS技术的技术局限性,一个严肃的研究倡议是明显的纳米技术,作为现有技术的替代品。量子点元胞自动机是纳米技术领域的一个重要研究领域。在本文中,我们处理的是2点1电子QCA。本文提出了一种基于2点1电子QCA的单比特和多比特并行存储器设计方法。所提出的设计将保持稳定性措施,并期望是最优的。
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引用次数: 12
JANA: An Arabic human-human dialogues corpus JANA:一个阿拉伯人与人对话语料库
AbdelRahim Elmadany, Sherif M. Abdou, M. Gheith
We present JANA, a multi-genre corpus of Arabic dialogues labeled for Arabic Dialogues Language Understanding (ADLU) at the utterance level. This paper describes progress in a development of the human-human dialogue corpus of Arabic spontaneous Spoken Dialogues (SD) and Instant Massages (IM). We collected dialogues from different genre call centers such as Banks, nights, and Mobile Network providers; these dialogues consist of transcribed phone calls and instant messages for inquiries regarding providing service from call centers. In addition, the annotation schema and manually turns segmentation are described. The collected data consist of approximately 3001 turns with average 6.7 words per turn, contains 4725 utterances with average 4.3 words per utterance, and 20311 words; and it will be made freely available to academic and nonprofit research.
我们提出了JANA,一个多体裁的阿拉伯语对话语料库,标记为阿拉伯语对话语言理解(ADLU)在话语层面。本文介绍了阿拉伯语自发口语对话(SD)和即时按摩(IM)的人-人对话语料库的开发进展。我们收集了来自不同类型呼叫中心的对话,如银行、夜间和移动网络提供商;这些对话由转录的电话和即时消息组成,用于询问呼叫中心是否提供服务。此外,还描述了标注模式和手动转弯分割。收集到的数据大约有3001个回合,平均每回合6.7个单词,包含4725个单词,平均每句4.3个单词,20311个单词;它将免费提供给学术和非营利研究。
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引用次数: 2
A cross-layer MAC protocol for contention reduction and pipelined flow optimization in wireless sensor networks 无线传感器网络中用于减少争用和流水线流优化的跨层MAC协议
Ripudaman Singh, Sonali Chouhan
In this paper, we present a novel contention based cross-layer synchronous MAC protocol, CROP-MAC, to reduce the end-to-end transmission delay and energy consumption by optimizing the pipelined flow of data packets in wireless sensor networks. CROP-MAC optimizes pipelined flow with the help of staggered sleep/wake scheduling, efficient synchronization and appropriate use of routing layer information. Staggered sleep/wake scheduling and routing layer information enable CROP-MAC to schedule source to sink transmission of multiple data packets in a single cycle. We evaluate CROP-MAC through ns-2.35 simulations and compare it with PMAC, PRMAC and BulkMAC. Simulation results show, CROP-MAC outperforms best of the three protocols by 608.89 %, 14.36 % and 12.5 % in terms of end-to-end transmission delay, packet delivery ratio and energy consumption, respectively.
在本文中,我们提出了一种新的基于争用的跨层同步MAC协议,即CROP-MAC,通过优化无线传感器网络中数据包的流水线流来降低端到端传输延迟和能量消耗。CROP-MAC通过交错睡眠/唤醒调度、高效同步和适当使用路由层信息来优化流水线流。交错睡眠/唤醒调度和路由层信息使CROP-MAC能够在单个周期内调度多个数据包的源到sink传输。我们通过ns-2.35仿真对CROP-MAC进行了评价,并与PMAC、PRMAC和BulkMAC进行了比较。仿真结果表明,在端到端传输时延、分组分发率和能耗方面,CROP-MAC分别比三种协议中的最佳协议高608.89%、14.36%和12.5%。
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引用次数: 17
Analysis of resistive load ring oscillator 电阻负载环形振荡器的分析
Saurav Mandal, A. K. Mal
In this paper, a new equation for frequency of a ring oscillator are proposed. This method is general enough to be used in all types of ring oscillator delay stages. In this proposed technique we are able to calculate the ring oscillator frequency in absence of process parameters such as threshold voltage, GAMMA, THETA etc. In the underlying work, a comparison has been shown between the analytical result and simulation result of ring oscillator using 50nm technology. The advantage of this method over other defined techniques is that its so simple and accurate to calculate the frequency with the help of pick amplitude voltage of ring oscillator. Result has been obtained using LTspice IV and BSIM 4.0 level 54 based MOSFET model using 50nm CMOS technology.
本文提出了一个新的环形振荡器频率方程。这种方法是通用的,足以用于所有类型的环形振荡器延迟级。在这种提出的技术中,我们能够在没有工艺参数(如阈值电压,GAMMA, THETA等)的情况下计算环形振荡器频率。在基础工作中,将分析结果与50nm环形振荡器的仿真结果进行了比较。该方法与其他已定义的方法相比,其优点是利用环形振荡器的挑幅电压计算频率简单、准确。采用LTspice IV和BSIM 4.0 54级基于50nm CMOS技术的MOSFET模型,得到了结果。
{"title":"Analysis of resistive load ring oscillator","authors":"Saurav Mandal, A. K. Mal","doi":"10.1109/ReTIS.2015.7232925","DOIUrl":"https://doi.org/10.1109/ReTIS.2015.7232925","url":null,"abstract":"In this paper, a new equation for frequency of a ring oscillator are proposed. This method is general enough to be used in all types of ring oscillator delay stages. In this proposed technique we are able to calculate the ring oscillator frequency in absence of process parameters such as threshold voltage, GAMMA, THETA etc. In the underlying work, a comparison has been shown between the analytical result and simulation result of ring oscillator using 50nm technology. The advantage of this method over other defined techniques is that its so simple and accurate to calculate the frequency with the help of pick amplitude voltage of ring oscillator. Result has been obtained using LTspice IV and BSIM 4.0 level 54 based MOSFET model using 50nm CMOS technology.","PeriodicalId":161306,"journal":{"name":"2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114292235","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
期刊
2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)
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