مواقع التدريسيينجامعة الكوفة
أ.هند رستم محمد شعبان
أستاذ

أ.هند رستم محمد شعبان

علوم الحاسوب والرياضيات الحاسوب
English Version
0بحث منشور
0محاضرة
0اهتمام بحثي

الملف الشخصي

حاصل على شهادة الماجستير من جامعة بابل 2000 , مديرة المختبرات في كلية التربية للبنات(1993-1997)، مديرة مركز الحاسبة في كلية التربية للبنات /جامعة الكوفة 2000-2001 ، مقررة قسم الرياضيات في كلية التربية للبنات /جامعة الكوفة 2002-2003 ، مديرة وحدة الحاسبة المركزية في كلية التربية للبنات /جامعة الكوفة2002-2003، رئيسة قسم الحاسبات في كلية التربية للبنات /جامعة الكوفة2003-2005، مقررة قسم علوم الحاسبات في كلية الرياضيات وعلوم الحاسبات/جامعة الكوفة 2009-2010 ، معاون العميد للشؤون العلمية في كلية علوم الحاسوب والرياضيات/جامعة الكوفة من عام 2010-2013
رئيس قسم علوم الحاسوب /كلية علوم الحاسوب والرياضيات من 28-2-2013 لغايه 29-12-2016 .

Google scholar
https://scholar.google.com/citations?user=Px2XVH4AAAAJ&hl=en\
Research Gate
https://www.researchgate.net/profile/Hind_Mohammed
Academia
https://kuiraq.academia.edu/ProfessorHindRustumMohammed
Linkedln
https://www.linkedin.com/in/professorhind-rustum-mohammed-0a21b899
Orcid
http://orcid.org/0000-0002-2917-7171
publons
https://publons.com/author/570451/professor-hind-rustum-mohammed#profile

مقيم في للمجلات العلمية الاتية
Reviewer In the following scientific journals

1-International Journal of Advanced Computer Science and Information Technology ( IJACSIT(
http://elvedit.com/ijacsit/

المجلة الدولية للعلوم المتقدمة الحاسوب وتكنولوجيا المعلومات
2- The International Arab Journal of Information Technology (IAJIT)
المجلة العربية الدولية لتكنولوجيا المعلومات
http://ccis2k.org/iajit/?option=com_content&task=view&id=67&Itemid=158

3- i-manager's Journal Embedded System
http://www.imanagerpublications.com/

4-Journal of Kufa For Mathematics and Computer
http://www.imanagerpublications.com/

5- American Journal of Applied Sciences
http://thescipub.com/journals/ajas
http://www.scimagojr.com/journalsearch.php?q=6400153122&tip=sid&clean=0

6-International Journal of Applied Mathematics and Mechanics (IJAMM)
http://www.scientificadvances.co.in/about-this-journal/17

7-Journal of Medical Systems
http://www.springer.com/public+health/journal/10916
http://www.scimagojr.com/journalsearch.php?q=23710&tip=sid&clean=0

8- International Journal of Electronics and Device Physics
http://vibgyorpublishers.org/journals/International-Journal-of-Electronics-and-Device-Physics.php

9-International Journal of computation and Applied Sciences
https://ijocaas.com/?page_id=24

10- Journal of Applied Mathematics and Computational Mechanics (JAMCM)
http://amcm.pcz.pl/?id=view&volume=16&issue=1

11- Case Studies in Thermal Engineering
https://www.journals.elsevier.com/case-studies-in-thermal-engineering
http://www.scimagojr.com/journalsearch.php?q=21100262580&tip=sid&clean=0

12- Applied Mathematics E-Notes
http://www.scimagojr.com/journalsearch.php?q=25182&tip=sid&clean=0
http://www.math.nthu.edu.tw/~amen/
http://www.scimagojr.com/journalsearch.php?q=25182&tip=sid&clean=0

13- Mathematical and Computational Applications

http://www.mdpi.com/journal/mca

http://www.scimagojr.com/journalsearch.php?q=24557&tip=sid&clean=0
14- International Journal of Imaging Systems and Technology‏
http://onlinelibrary.wiley.com/journal/10.1002/%28ISSN%291098-1098
http://www.scimagojr.com/journalsearch.php?q=35932&tip=sid&clean=0

الاهتمامات البحثية

1. ذكاء اصطناعي
2. معالجة الصور الرقمية
3. شبكات عصبية
4. تحليل أصوات
5. تمييز الأنماط
6. تمييز الوجه
7. تشفير الصورة
8- الرؤية بالحاسوب
9- تصميم وتحليل خوارزميات

الاهتمامات التدريسية
1. معالجة الصور
2. هياكل البيانات
3. تصميم الخوارزميات
4. تركيب الحاسوب
5. الرؤية بالحاسوب

الكتب المؤلفة والمترجمة
1- تحليل وتصميم الخوارزميات , دار صفا للطباعة , الاردن , 2008 .
2- موسوعة المصطلحات والمختصرات الحاسوبية ,دار نور للطباعة ,بغداد ,2009 .
3- أساسيات معالجة الصور الرقمية ,شركة المارد للطباعة , العراق ,2008 .
4- تركيب الحاسوب، مطبعة الجامعة،العراق،2011.
5- علوم الحاسوب:أساسيات وتطبيقات,مطبعة دار الاسلام ,بغداد,العراق,2013.
6- الرسم بالحاسوب باستخدام لغة البرمجة C++ ,شركة المارد للطباعة , العراق ,2015.
7- اساسيات تحليل وتصميم خوارزميات الحاسوب,مطبعة جامعة الكوفة,النجف ,العراق,2017.

بحوث منشورة مختارة

1- Ban Jaber Adnan Al-Juburi and Hind Rustum Mohammed, Effect of Irregular Determination on Iris Recognition, International Journal of Computation and Applied Sciences IJOCAAS, Volume 3, Issue 3, December 2017, ISSN: 2399-4509.
https://ijocaas.com/wp-content/uploads/2017/12/IJOCAAS-03-03-002-Dec2017.pdf

2- Nisreen Ryadh Hamza , Hind Rustum Mohammed, D.Zahir M. Hussain, "A Joint Histogram -2D Correlation Measure for Incomplete Image Similarity ",International Journal of Applied Engineering Research ISSN 0973-4562 Volume 12, Number 22 (2017) pp. 12755-12761. Research India Publications.
https://www.ripublication.com/ijaer17/ijaerv12n22_136.pdf

http://www.ripublication.com
http://www.scimagojr.com/journalsearch.php?q=21100217234&tip=sid&clean=0

3- Hawraa Ali Saleh Al-Mosawi ,Professor Hind Rustum Mohammed,"Performance analysis of distance measures for medical image Segmentation", international journal of engineering sciences & research technology, ISSN: 2277-9655 ,6(12): December, 2017.

4- Professor. Hind Rustum Mohammed, Inaam.R.Al-Saiq, "The effect of the order Hilbert matrix On Detected components based on luminance for color image", International Journal of Research in Engineering and Applied Sciences(IJREAS), Vol. 7 Issue 10, October-2017.
http://euroasiapub.org/journals.php
http://euroasiapub.org/the-effect-of-the-order-hilbert-matrix-on-detected-components-based-on-luminance-for-color-image/


5- Essam Haider Mageed, Professor, Hind Rustum Mohammed and Asaad Norri Hashim, New Large System for Face Recognition (NLS), International Journal of Applied Engineering Research ISSN 0973-4562 Volume 12, Number 21 (2017) pp. 10465-10471, Research India Publications. http://www.ripublication.com
https://www.ripublication.com/ijaer17/ijaerv12n21_01.pdf

6- In Hussein Mahdi and Hind Rustum ,"Single Image Haze Removal via Accurate Atmosphere Light", International Journal of Applied Engineering Research ISSN 0973-4562 Volume 12, Number 19 (2017) pp. 9149-9158
https://www.ripublication.com/ijaer17/ijaerv12n19_152.pdf
http://www.scimagojr.com/journalsearch.php?q=21100217234&tip=sid&clean=0

7- Hussein Mahdi, Nidhal EL Abbadi, Hind Rustum, "Single image de-hazing through improved dark channel prior and atmospheric light Estimation", Journal of Theoretical and Applied Information Technology, 15th August , Vol.95, No.15,pp. 3635- 3643, 2017.
ISSN: 1992-8645 ,E-ISSN: 1817-3195
www.jatit.org

8- Hind Rustum Mohammed Shaban and Maani Abdul Munem Saeed ,
" Deleting Components and Regions for Gray Images using Symmetric group Sn", Global Journal of Pure and Applied Mathematics, Research India Publications,
ISSN 0973-1768 Volume 13, Number 9 (2017), pp. 6241-6250,2017.

9- Hind Rustum Mohammed Shaban, Inaam R. Alsaiq and Alaa Abdul Hussein Mezher ,"Performance of Data Images Encryption Based Karhunen-Leoeve Transforms",Research Journal of Applied Sciences, Engineering and Technology 14(3): 95-100, 2017.
file:///C:/Users/GSA/Downloads/%D8%A7%D9%84%D8%A8%D8%AD%D8%AB%20%D8%A7%D9%84%D9%85%D9%86%D8%B4%D9%88%D8%B1%20%D9%81%D9%8A%20%D9%85%D8%AC%D9%84%D8%A9%20maxwell.pdf

http://maxwellsci.com/jp/j2p.php?jid=RJASET

http://maxwellsci.com/jp/mspissue.php?jid=RJASET&no=719

10- Essam Haider Mageed, Hind Rustum Mohammed and Asaad Nori Hashim,"
Novel System for Face Recognition Based on SVD and GLCM", Global Journal of Pure and Applied Mathematics, ISSN 0973-1768 Volume 13, Number 9 (2017), pp. 4657-4670, Research India Publications,2017.

https://www.ripublication.com/gjpam17/gjpamv13n9_20.pdf
https://www.ripublication.com/gjpam.htm

11- Essam Haider Mageed, Hind Rustum Mohammed and Asaad Nori Hashim," Essam H.system face Recognition", International Journal of Computational Intelligence Research", ISSN 0973-1873 Volume 13, Number 7 (2017), pp. 1699-1708,
Research India Publications,2017.

https://www.ripublication.com/ijcir17/ijcirv13n7_13.pdf
https://www.ripublication.com/ijcir.htm

12- Essam Haider Mageed, Hind Rustum Mohammed," An ESSAM Transform for Face Recognition", International Journal of Research, Volume 04 Issue 05, April 2017.
file:///C:/Users/GSA/Downloads/Documents/7291-7649-1-PB_2.pdf
https://edupediapublications.org/journals/

13- Essam Haider Mageed, Hind Rustum Mohammed and Asaad Nori Hashim, "New System for Face Recognition",International journal of research in advanced computer science engineering (IJRACSE), VOLUME 2 – ISSUE 11 (APRIL 2017).

http://www.ijracse.com/issues/current-issue/

file:///C:/Users/GSA/Downloads/Documents/Paper%2027.PDF

14- Mohammed Abdul Hameed Jassim Al Kufi, Hayder Raheem Hashim , Ameer Mohammed Hussein , and Hind Rustum Mohammed,"An Algorithm Based on GSVD for Image Encryption" ,Mathematical and Computational Applications, 22(2), 28 March, . 2017.
http://www.mdpi.com/2297-8747/22/2/28
http://www.scimagojr.com/journalsearch.php?q=24557&tip=sid&clean=0

15- Farah M. M. Altufaili, Hind Rustum Mohammed, Zahir M. Hussain, "A Correlative Information-Theoretic Measure for Image Similarity", Global Journal of Pure and Applied Mathematics, ISSN 0973-1768 Volume 13, Number 2, pp. 159-169,
(2017).
http://www.ripublication.com/gjpam17/gjpamv13n2_03.pdf
http://www.ripublication.com/gjpam.htm

16- Farah M. M. Altufaili, Zahir M. Hussain, Hind Rustum Mohammed, “An Efficient Information-Theoretic Measure for Image Similarity,” First International Conference on Scientific Studies and Humanities, University College of Humanities (UCH), Najaf, Iraq, 19-20 April 2016.
17- Husein Hadi Abbass, Hind Rustum Mohammed, Kawther Basim Rasool," A New Method of Blurring and Deblurring Digital Images Using the Markov Basis", Journal of Mathematics and Computer Science,Volume (3) Issue (1),2016.

18- Ali Nazim, Zahir M. Hussain, Hind Rustum Mohammed, “Histogram-Based Correlative Face Recognition Measure: A Comparison with Structural Similarity,” First International Conference on Scientific Studies and Humanities, University College of Humanities (UCH), Najaf, Iraq, 19-20 April 2016.

19- Mohammed S.Mechee,Zahir M. Hussain and Hind Rustum Mohammed,""On the reliability and stability of direct explicit Runge Kutta integrators", Global Journal of Pure and Applied Mathematics, vol.12,No.4,2016.
Scopus H-index = 5 (see http://www.scimagojr.com/journalrank.php ).
Paper: https://www.ripublication.com/gjpam16/gjpamv12n5_09.pdf

20- Ali Nadhim Razzaq, Zahir M. Hussain and Hind Rustum Mohammed," Structural Geodesic-Tchebychev Transform: An Image Similarity Measure for Face Recognition
", Journal of Computer Science, Volume 12, Issue 9, Pages 464-470 , DOI : 10.3844/jcssp.2016.464.470 ,2016.
http://thescipub.com/abstract/10.3844/jcssp.2016.464.470
Scopus H-index =18( see http://www.scimagojr.com/journalrank.php)

21- Prof.Hind Rustum Mohammed,Prof.Adil Al_Rammahi and Hasan Abd Al_Hussein,"Medical Iamges Verification using Statistical Features and back Propagation Neural Network", International Conference on Biomedical Engineering and Sciences BIOENG'16,2016.
22- Hind Rustum Mohammed, Husein Hadi Alnoamani and Ali AbdulZahraa Jalil, Improved Fuzzy C-Mean Algorithm for Image Segmentation, IJARAI) International Journal of Advanced Research in Artificial Intelligence, Vol. 5, No.6, 2016.

23- Hind Rustum Mohammed , Ali Abd Akareem , Farah Abbas "H. A.F technique for documents and archaeologist images encryption" , International journal of sciences: Basic and Applied Research, Vol.25,No.3,2016.
24- Hind Rustum Mohammed , Ali Abdulkarem Habib and Farah Abbas Obaid ,"Performance Evaluation of K-Mean and Fuzzy C-Mean Image Segmentation Based Clustering Classifier", (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 6, No. 12, 2015.
25- Hind Rustum Mohammed ,Husein Hadi Abbas Jassim, Zahir M. Hussain , Kawther B.R. Al-dbag ,"Blurring and Deblurring Digital Images Using the Dihedral Group", (IJARAI) International Journal of Advanced Research in Artificial Intelligence, Vol. 4, No.12, 2015.

26- Hind Rustum Mohammed , Elaf Jabbar Abdul Razzaq .Signature Identification and Recognition Using Elman Neural Network, European Journal of Scientific Research,Vol.(131),No.(2),April , pp. 175-185,2015.

27- Hind Rustum Mohammed ,Boundaries Object Detection for Skin Cancer Image using Gray-Level Co-Occurrence Matrix (GLCM) and features minutiae points, Journal of AL-Qadisiyah for computer science and mathematics, Vol(7) ,No.(1),2015.

28- Hind Rustum Mohammed,Elaf Jabbar Abdul Razzaq, Gray-Scale Image Compression Using Fast Fourier Transform (FFT)Algorithm and Multilayer Perceptron Network, College of Education Journal Al_ Mustansiriya University, Year: 2014 Volume: 1 Issue: 1 Pages: 63-76 .

29- Hind Rostom Mohamed Shaban, Haider Baqer Ameen, Create regularly textured images using Texture analysis filters and Walsh Hadamard Transform, International Journal of Advanced Research (2014), Volume 2, Issue 11, 704-712.
30- Hind Rustum Mohammed ,Minimum Spanning Tree Algorithm for Skin Cancer Image Object Detection, journal of the college of education for women, ISSN: 16808730 Year: 2014 Volume: 25 Issue: 2 Pages: 502-510 .

31- Hind Rustum Mohammed ,Minimum Spanning Tree Algorithm and Connected Components for Skin Cancer Image Object Detection, Journal of College of Education for Pure Science, ISSN: 20736592 Year: 2014 Volume: 4 Issue: 1 Pages: 242-253.

32- Dr .Ali Hassan , Hind Rostom Mohammed ,Shaymaa Maki,H.SH.ROSTOM Utilization of improved masks for edge detection images,Iraqi Journal for Information Technology,Vol.6th,No.1 st,2014.

33- Hadi. J .Mustafa, Hind R. Mohammed, Ayed .E. Hashoosh,Certain types of Continuity In T0 -Alexandroff Space, Journal of AL-Qadisiyah for computer science an mathematics, A special Issue Researches of the fourth International scientific Conference /Second part,pp.149-161,2014.

34- Husein Hadi Abbass, Hind Rustum Mohammed, Yahya Mourad Abbass, A new method of removing Slat & pepper noise Image using Mv- Algebra, , journal of Babylon University/ Pure and Applied Sciences, vol(22), issue no.(5) ,2014.

35- Arabic Characters Recognition by Edge detection Using Connected Component Contour(CO3), Ibn AL-Haitham ,Journal For Pure and Applied Sciences , Vol(26) ,No.(3),2014.

36- Edge Detection for Objects in the Upper Triangle Gray Scale Image by Cholesky Decomposition and Unsharp Masking (USM) ,International Journal of Computer Applications, Volume 85 – No 6, January 2014 .

37- Color Based Segmentation Iris image for Secure Distributed Systems, International Journal of Scientific & Engineering Research, Volume 4, Issue 12, December-2013.

38- Dr. Ali Hassan Al-Fayadh, Hind Rostom Mohammed and Raghad Sahib Al-shimsah, Multi-orientation Property of Gabor Wavelet in Astronomical Images, Journal of Al-Qadisiyah for computer science and mathematics, Vol.5 ,No.1 , 2013.

39- Skin Cancer Images Segmentation based Minimum Spanning Tree algorithm and Extraction of connected boundaries, Journal Iraqi of Information Technology, vol (5), issue no.(2) ,2013.

40- Hybrid K-Means Clustering for Color Image Segmentation, International Journal of Computer Science and Engineering ( IJCSE) , Vol 2, No.( 4), Pages: 17-26,2013 .

41- Fingerprint recognition using extraction of connected boundaries components edge detection,Universal Journal of applied Computer Science and Technology, Vol 3 (1), 2013, 340-346,2013.

42- Compare between A.H. SH Quintet mask and Ant Colony for Mycosis Fungoides Skin image Edge detection , journal of kerbala university, Vol 10, No.(3), Pages: 96-104 ,2013.

43- Comparison between Classical Masks and (Odd and Even)Groups Masks for Mycosis Fungoides Disease Skin Image Edges Detection, Journal of Kufa for Mathematics and Computer, Volume 1, No.6,2012.

44- Gabor Wavelet Transform in Image Compression, Journal of Kufa for Mathematics and Computer, Volume 1, No.6,2012.

45- Large Amount of Data GIF Image Encryption with high Security using Path based Animation,Journal of college Education for pure science,university of Thi-Qar , Volume 2, No.3,2012.
46- Impulse Noise Removal from Highly Corrupted astronomical images using Modified Progressive Switching Median filter Guided by neural networks,Al-Qadisiya Journal for Computer Science &Mathematics,Volume 3,No. 2,2012.
47- CT Angiography Image Segmentation by Mean Shift Algorithm and contour with Connected Components Image ,I JSER International Journal of Scientific and Engineering Research, I JSER Volume 3,Issue 8,August ,2012.

48- A.H.SH.Rostom Group masks for Mycosis Fungoides Skin image Edge detection, I JSER International Journal of Scientific and Engineering Research, I JSER Volume 3,Issue 8,August ,2012.

49- closed set in T0_Alexandroff spaces, Journal of Kufa for Mathematics and Computer, Vol.1, No.4, pp.88-93,2012.

50- Extraction of connected components Skin pemphigus diseases image edge detection by Morphological operations, International Journal of Computer Applications (0975 – 8887), Volume 46– No.18, May 2012.

51- Hind Rostom Mohammed , Iman Qays Abduljaleel ,speech analysis technique for speech compression, i-manager’s Journal o Software Engineering, Vol. 6 No. 1 - July 2011,pp 21-27.

52- Anew method speeding up fractal compression using different value of affine transformation and highest gray value of pixel, Journal of Kufa for Mathematics and Computer, Vol.1, No.5, 2011.

53- SWF Image Compression by Evaluating objects compression ratio, Journal of Kufa for Mathematics and Computer, Vol.1, No.2, Oct., 2010, pp.105 – 118, 2011.

54- Suggestions for Making Education & Learning Programming Languages Easier in Computer Departments of Iraqi Universities , Journal of Kufa for Mathematics and Computer, Vol.1, No.2, Oct., 2010, pp.105 – 118,2011.
55- Random segmentation blocks algorithm for gout skin detection and recognition, i-manager’s Journal on Software Engineering, Vol. 5 l No. 1 l July - September 2010.

56- Psoriasis Detection Using Skin Color and Texture Features, Journal of Computer Science 6 (6): 648-652, 2010.

57- Information Security Method for (GIF) Image Encryption , international journal of intelligent computing & information science, vol. (10), no.1, 2010.

58- Random Segmentation Blocks Encryption for Multi Spatial Image, IBN AL-Haitham Journal for pure & applied science, Vol.(23),No.(2),2010.

59- Speech Compression Using Wavelet Transform, ICCESSE 2010 : International Conference on Computer, Electrical, and Systems Science, and Engineering Rome, Italy during April 28-30, 2010.

60- Random segmentation blocks algorithm for gout skin detection and recognition, i-manager’s Journal on Software Engineering, Vol. 5 l No. 1 l July - September 2010.

61- Segmentation blocks algorithm for Gout Skin Detection and recognition
Paper code number 103318, conference on electrical and Electronic Engineering in Tripoli- Libya, (www.laiceee.org),2010.

62- Neural Networks for Impulse Noise Removal from Highly Corrupted Images, Paper code number 103023, conference on electrical and Electronic Engineering in Tripoli- Libya, (www.laiceee.org),2010.

63- Evaluation of Wavelet Compression Algorithm Applied on Digitized Chest and Abdomen x-ray Images, journal of Information Technology, vol (2), issue no.(2) 2009 .

64- New Algorithm for Fault Detection and Back Trace for Fault Location in Digital Circuits, EGYPTION. Computer science journal, volume (33) ,number (1) , September ,2009 .

65- Graph Coloring Analysis For Color Images by Detection of corners and Local Edge Maxima Algorithm, Journal of the University of Karbala, vol (6) issue no.(2) ,2008.

66- Image coding by new coding edges colors image algorithm, Journal of Karbala University, vol(6), issue no.(2) ,2008.

67- Bidirectional Associative Memory (BAM) Neural Network for Tries Structures Searching, Iraqi journal for computers, communication, control and systems Engineering, vol(6), issue no.(1) 2006 .

68- A time Delay Neural Network for Recognition of the Stop and Nasal Arabic speech, journal of Babylon University, vol(11), issue no.(6) ,2006 .

69- Speaker Verification Using Hybrid Scheme for Arabic speech, IBN AL- Haitham J .for pure & appl .SCI. vol(19), issue no.(2),2006.

70- Boltzmann machine neural network for Arabic speech recognition, Ibn al-Haitham, journal for pure and applied sciences, vol(19),no.(4),2006 .

71- Neural network for speaker Identification , Ibn al-
Haitham, journal for pure and applied sciences, vol(19),no.(4),2006 .

72- Speaker Verification Using Hybrid Scheme for Arabic speech, IBM AL- Haitham J .for pure & appl .SCI. vol(19), issue no.(2),2006.

73- A Specialized System for Husbandry Diseases Diagnosis, journal of Ibn Al-Haithem for pure& appl. sciences, vol(18), issue no.(4) ,2005.


74- A study of positive and Negative parity states in1/4 Te nucleus by the interacting boson model .IBM by neural network( back propagation multi layer neural network ) , Ibn AL-Haitham ,Journal For Pure And Applied Sciences , Vol(18) ,No.(2),2005 .

75- A Specialized System for Husbandry Diseases Diagnosis, journal of Ibn Al-Haithem for pure& appl. sciences, vol(18), issue no.(4) ,2005.


76- A study of positive and Negative parity states in1/4 Te nucleus by the interacting boson model .IBM by neural network( back propagation multi layer neural network ) , Ibn AL-Haitham ,Journal For Pure And Applied Sciences , Vol(18) ,No.(2),2005 .

77- A New Method for Designing English- Arabic Dictionary for Computer terms, journal of Babylon University, vol(10), issue no.(3) ,2005.

78- Different Back Propagation Neural Network for Image Compression, journal of Babylon University, vol(10), issue no.(3),march ,2005 .

79- Complementation of Vocal & Visual Signs for Recognition of Vowel Sounds with Loud Noise, journal of Qadissya University, vol(9), issue no.(3) ,2004.

80- Digital Analysis of the Speakers Voice & Patterning it by using Neural Networks, journal of Qadissya University, vol(7), issue no.(3) ,2003.

81- Designing Neural Networks for Determining Form Segmentation, journal of Babil University, vol(8), issue no.(3) ,2003.


82- Designing Line Prediction Coefficients System (LPC) in the Speakers Voice by Using Computers, journal of Qadissya University, vol(7), issue no.(2) ,2002.

الاهتمامات البحثية

3
معالجة الصور الرقميهمعالجة الصورالرؤية بالحاسوب

البحوث المنشورة

6
2017

Effect of Irregular Determination on Iris Recognition

الباحثونBan Jaber Adnan Al-Juburi ، Hind Rustum Mohammed
المجلةInternational Journal of Computation and Applied Sciences IJOCAAS
مختصر البحث

The aim of this study is evaluating the effect of irregular determination on the efficiency of hybrid iris recognition system. In this study, two phases of training and testing were done. The first phase of training and testing is performed on the images which determined before enhancement, while the second phase of training and testing is performed on the images which determined after enhancement. The accuracy of the system tested on CASIA-v4.0 interval database. Canny edge detection and Hough transform used to determine the irises. Histogram equalization method is used to enhance the images. Feature extraction performed by applying Gabor wavelet and Zernike moment on the images database.The results of recognition of the hybrid system in the first phase achieved accuracy about 96%. While the recognition of the second phase is equal to 60%. This accuracy is measured depending using 50 people, each person has 5 images used for training and 2 images used for testing.

2017

A Joint Histogram -2D Correlation Measure for Incomplete Image Similarity

الباحثونNisreen Ryadh Hamza ، Hind Rustum Mohammed, D.Zahir M. Hussain
المجلةInternational Journal of Applied Engineering Research
مختصر البحث

hybrid similarity measure is proposed for evaluate the similarity between gray images. The well-known Structural Similarity Index Measure has been designed using a statistical method that fails under high noise .The proposed scale , referred by JhCorr2, uses a mixture of two parts: the first part is based on a two-dimension correlation , while the second part is information - theoretic that using concept of joint histogram with original histogram . The new measure shows the features of information - theoretic approaches and statistical approaches. The proposed similarity measure is robust under conditions of noise and incomplete information. The new measure superior the classical structure similarity and correlation in detecting image similarity at low PSNR under Gaussian, Impulse and multiplicative noise. A face image database AT&T (The image size is 92x112 pixels, with 256 grey levels per pixel) and the well-known image similarity techniques SSIM, corr2 and Jhcorr2 are considered. Peak signal to noise ratio (PSNR), window length in pixel and maximum burst length in pixel were used in this test.

2016

, “An Efficient Information-Theoretic Measure for Image Similarity,” First International Conference on Scientific Studies and Humanities, University College of Humanities (UCH), Najaf, Iraq, 19-20 April 2016.

الباحثونFarah M. M. Altufaili ، Zahir M. Hussain, Hind Rustum Mohammed
المجلةFirst International Conference on Scientific Studies and Humanities,
مختصر البحث

ABSTRACT A new image information theoretic image similarity measure is proposed for grey scale image. The proposed measure is based on equation that used SSIM and HSSIM that base on joint histogram. The new measure that called SITS outperforms existing measures in detecting image similarity at low PSNR under Gaussian noise. The new measure SITS can detect similarity with confidence at least 20% increase than existing measures that used joint histogram alone, especially at low PSNR. Keywords: Information Theoretic (IT), Joint Histogram, Structural Similarity (SSSIM), Image Processing.

2016

Structural Geodesic-Tchebychev Transform: An Image Similarity Measure for Face Recognition

الباحثونAli Nadhim Razzaq، Zahir M. Hussain and Hind Rustum Mohammed
المجلةAmerican Journal of Applied Sciences, .
مختصر البحث

Abstract: This work presents a new holistic measure for face recognition. Face recognition involves three steps: Face Detection, Feature Extraction and Matching. In the face detection process to identify the face area in face images, Viola-Jones algorithm has been used. Feature extraction is based on performing double-transformation, where discrete Tchebychev transform is performed on the geodesic distance transform of the grayscale image. Structural Similarity (SSIM) is applied to the resulting image double-transform to find matching factor with other image faces in the FEI (Brazilian) database. Performance is measured using a confidence criterion based on the similarity distance between the recognized person (best match) and the next possible ambiguity (second-best match). Simulation results showed that the proposed approach handles the face recognition efficiently as compared with SSIM. Keywords: Discrete Tchebychev Moments, Generalized Geodesy via Geodesic Time, Structural Similarity (SSIM), Viola-Jones, Face Recognition, Image Processing

2016

Histogram-Based Correlative Face Recognition Measure: A Comparison with Structural Similarity

الباحثونAli Nazim، Zahir M. Hussain, Hind Rustum Mohammed
المجلةFirst International Conference on Scientific Studies and Humanities.
مختصر البحث

Abstract This work presents a new holistic measure for face recognition. The measure is based on the correlation between the reference image histogram and the histograms of the faces in a database. Performance is measured using a confidence criterion based on the distance between the recognized person and the next possible ambiguity. Simulation results showed that the proposed measure exceeds the well-known Structural Similarity (SSIM) measure by far. Keywords: Histogram; Correlation Coefficient; Structural Similarity (SSIM); face recognition; Image Processing

2016

A New Method of Blurring and Deblurring Digital Images Using the Markov Basis

الباحثونHusein Hadi Abbass، Hind Rustum Mohammed, Kawther Basim Rasool
المجلةJournal of Mathematics and Computer Science.
مختصر البحث

Abstract— In this paper, we introduce a new method of blurring and deblurring digital images using new filters generating from Average filter using HB Markov basis. We call these filters HB-filters. We used these filters to cause a motion blur and then deblurring affected images. Also, we study the enhanced images using HB-filters as compared to other methods like Average, Gaussian, and Motion. Results and analysis show that the HB-filters are better in peak signal to noise ratio (PSNR) and RMSE. Keywords— Markov basis, Kronecker Product, motion blur and deblur, Weiner deconvolution; digital images.

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