Proceedings of the International Conference on Information and Communication Technology - ICICT '19最新文献_第3页

The effects of EEG feature extraction using multi-wavelet decomposition for mental tasks classification 多小波分解脑电特征提取对脑任务分类的影响

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321327

Zaid Abdi Alkareem Alyasseri, Ahamad Tajudin Khadeer, M. Al-Betar, A. Abasi, S. Makhadmeh, Nabeel Salih Ali

{"title":"The effects of EEG feature extraction using multi-wavelet decomposition for mental tasks classification","authors":"Zaid Abdi Alkareem Alyasseri, Ahamad Tajudin Khadeer, M. Al-Betar, A. Abasi, S. Makhadmeh, Nabeel Salih Ali","doi":"10.1145/3321289.3321327","DOIUrl":"https://doi.org/10.1145/3321289.3321327","url":null,"abstract":"In modern life, the identification system is considered as one of the most challenging projects because identity authentication needs to be secure. Researchers have developed digital authentication techniques which are implemented in society. One of these techniques is using biometric technology which is commonly known as face recognition, voice recognition, and fingerprinting. These techniques have achieved a high level of authentication but are subject to hacking or counterfeiting. In this paper, a new identification method based on electroencephalogram (EEG) signals is proposed. The EEG method uses a standard EEG database which deals with five different thought patterns or mental tasks which are multiplication, baseline, letter composition, rotation, and visual board counting. Using ANN (artificial neural network) classifier, EEG signals were classified. The performance of this proposed method is evaluated using five criteria: (accuracy, sensitivity, specificity, F-Score measure, and false acceptance rate). The experimental results show that the EEG features extraction with wavelet 10 decomposition levels can achieve better than 5 decomposition levels for all mental tasks. The proposed method achieved the highest accuracy when using a visual counting mental task.","PeriodicalId":375095,"journal":{"name":"Proceedings of the International Conference on Information and Communication Technology - ICICT '19","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115651478","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: 27

A steganography based on orthogonal moments 基于正交矩的隐写术

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321324

Hayder S. Radeaf, Basheera M. Mahmmod, S. Abdulhussain, Dhyia Al-Jumaeily

引用次数: 19

Security in telehealth applications: issues in medical image watermarking scheme through the shearlet transform 远程医疗应用中的安全性:shearlet变换医学图像水印方案中的问题

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321326

Nemir Al-Azzawi

{"title":"Security in telehealth applications: issues in medical image watermarking scheme through the shearlet transform","authors":"Nemir Al-Azzawi","doi":"10.1145/3321289.3321326","DOIUrl":"https://doi.org/10.1145/3321289.3321326","url":null,"abstract":"Medical image data are important part of diagnoses in existing health care information systems. The medical image's document is a communication instrument that serves clinical decision, give medication, explanation, consultation, coordination of services, validation and identification. This paper proposed an efficient and secure watermark approached using shearlet transform domain techniques for telehealth applications. The shearlet representation is very well improved the edges and the other anisotropic objects, which are the main features in medical images. Medical images with watermarks provide alternatives to various issues related to security, data management, and distribution. Applying the Arnold based encryption algorithms to a watermark image in a less complex way will better protect privacy. The conclusion that arises from the results is that the proposed method has improved in terms of acceptance, satisfaction, and integration of the application of telehealth security. Image quality is measured by a number of commonly used metrics. The experimental results show that quality analysis of the proposed approach provides an effective way to transmit a secure medical image over the public network. Moreover, the results clearly indicate that the proposed techniques are very powerful and adequate for the security of many procedures of aggressions without any noticeable misrepresentations between the watermarks and the cover image.","PeriodicalId":375095,"journal":{"name":"Proceedings of the International Conference on Information and Communication Technology - ICICT '19","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114158654","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

A new miniaturized folded fractal based PIFA antenna design for MIMO wireless applications 用于MIMO无线应用的新型小型化折叠分形PIFA天线设计

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321298

A. Salim, R. Fyath, J. Ali

{"title":"A new miniaturized folded fractal based PIFA antenna design for MIMO wireless applications","authors":"A. Salim, R. Fyath, J. Ali","doi":"10.1145/3321289.3321298","DOIUrl":"https://doi.org/10.1145/3321289.3321298","url":null,"abstract":"Design of a new miniaturized FF-PIFA (Folded Fractal Planar Inverted F-antenna) with dual-band resonant behavior is introduced in this paper for use in the dual-band WLAN MIMO (multi-input multi-output) applications.\u0000 Firstly, the fourth iteration Koch's fractal geometry has been applied to the edges of the conventional rectangular patch structure to create a single miniaturized antenna. Then for further miniaturization, the radiating patch is folded in its sides. A substrate with relative permittivity of 2.2 and thickness of 0.9 mm has been used. The proposed antenna is located at the corner of a copper ground plane of 0.05mm thickness and dimensions of 110 × 70 mm2. The dimensions of the single antenna are 12mm × 15mm × 6.2 mm, making it suitable for mobile terminal applications. The proposed antenna offers a dual-band resonance covering the two WLAN band standards. Modeling and performance evaluation of the proposed antenna have been carried out using the CST Microwave Studio. After that, the FF-PIFA antenna has been investigated in a 4 by 4 MIMO system suggested for use in dual band WLAN applications. Simulation results show that the MIMO system offers ≤ -10 dB impedance bandwidths of about 182.32MHz with an isolation more than 12.17 dB, for the lower band, and 400MHz with an isolation of higher than 20 dB, for the upper band. This makes the proposed system suitable for use in MIMO dual-band WLAN applications.","PeriodicalId":375095,"journal":{"name":"Proceedings of the International Conference on Information and Communication Technology - ICICT '19","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134335751","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: 4

Navigation system for visually impaired people based on RGB-D camera and ultrasonic sensor 基于RGB-D相机和超声波传感器的视障人士导航系统

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321303

Heba Hakim, A. Fadhil

引用次数: 13

Orthogonal polynomial embedded image kernel 正交多项式嵌入图像核

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321310

S. Abdulhussain, A. Ramli, A. Hussain, Basheera M. Mahmmod, Wissam A. Jassim

{"title":"Orthogonal polynomial embedded image kernel","authors":"S. Abdulhussain, A. Ramli, A. Hussain, Basheera M. Mahmmod, Wissam A. Jassim","doi":"10.1145/3321289.3321310","DOIUrl":"https://doi.org/10.1145/3321289.3321310","url":null,"abstract":"Preprocessing operations of images and video frame sequences are beneficial in computer vision algorithms. For example, smoothing frames is used to eliminate noise; while computing frame gradient in x-direction and y-direction is used for frame feature extraction or for finding frame edges. Such operations involve convolving operators (image kernels) with an image precomputing moments will add extra computation cost to computer vision algorithm. In case of video, the computational time accumulatively increased because of the convolution operation for each frame is performed. To overcome this problem, a mathematical model is established for computing preprocessed frame moments via embedding the operator (image kernel) in the orthogonal polynomial (OP) functions. The experimental results show that the computation time for feature extraction using the proposed method is noticeably reduced in the both trends: image size and moment selection order. The average speed up ratio of the proposed method to traditional method is 3x, 5x, 8x, and 40x for moment selection ratio 100%, 25%, 10%, and 5%, respectively. In addition, the percentage reduction in processing time for small image size is ~ 99% and for large image size is ~ 40%.","PeriodicalId":375095,"journal":{"name":"Proceedings of the International Conference on Information and Communication Technology - ICICT '19","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123489984","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: 20

Human emotion classification based on respiration signal 基于呼吸信号的人类情感分类

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321315

R. A. Hameed, Mohannad K. Sabir, M. Fadhel, O. Al-Shamma, Laith Alzubaidi

引用次数: 18

Highly secure image steganography approach using Arnold's Cat map and maximum image entropy 高度安全的图像隐写方法使用阿诺德的猫图和最大的图像熵

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321323

Y. A. Hamza

引用次数: 5

Optimal control of compliant planar robot for safe impact using steepest descent technique 基于最陡下降技术的平面柔性机器人安全碰撞最优控制

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321313

Izzat Al-Darraji, A. Kılıç, S. Kapucu

引用次数: 2

Optimal access point location algorithm based real measurement for indoor communication 基于实际测量的室内通信最优接入点定位算法

Proceedings of the International Conference on Information and Communication Technology - ICICT '19 Pub Date : 2019-04-15 DOI: 10.1145/3321289.3321300

Maan Muataz Abdulwahid, O. A. Al-Ani, M. Mosleh, R. A. Abd-Alhmeed

{"title":"Optimal access point location algorithm based real measurement for indoor communication","authors":"Maan Muataz Abdulwahid, O. A. Al-Ani, M. Mosleh, R. A. Abd-Alhmeed","doi":"10.1145/3321289.3321300","DOIUrl":"https://doi.org/10.1145/3321289.3321300","url":null,"abstract":"The deployment of access points (AP's) with optimum location has particular importance in optimizing the coverage, operation, and management of the networks. In addition, the most interesting researcher topics recently were finding the lowest cost localization algorithm and methods for indoor communication. The most utilizing approach was based on the use of Received Signal Strength (RSS) measurement, due to reasons related to its availability in the wireless network. As well as, it can be easily accessed from a different operating system. In this paper, a localization algorithm for optimal AP deployment based on RSS measurement has been presented. RSS measurement obtained from different received points in a real-world environment. Measurement results obtained using specialized software was considered the optimum direction in each received point. Our algorithm uses these measurements and considered two-step localization approach, data collecting phase, and localization phase. It is worth to mention, that the same location was considered to be the optimum for both real-world measurement scenario and simulation scenario that has been clarified in previous work. This study may be considered as a quite verification for simulating results obtained using 3D-Ray Tracing approach based wireless InSite software. Furthermore, it is a low-cost method for achieving the optimum location for AP deployment and enhancing the network coverage area.","PeriodicalId":375095,"journal":{"name":"Proceedings of the International Conference on Information and Communication Technology - ICICT '19","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125207872","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: 18