Items where Author is "Al-Maadeed, Somaya"

Akbari, Younes, Almaadeed, Noor, Al-Maadeed, Somaya, Khelifi, Fouad and Bouridane, Ahmed (2022) PRNU-Net: a Deep Learning Approach for Source Camera Model Identification based on Videos Taken with Smartphone. In: 2022 26th International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR) . IEEE, Piscataway, NJ, pp. 599-605. ISBN 9781665490634, 9781665490627

Elharrouss, Omar, Almaadeed, Noor, Al-Maadeed, Somaya and Khelifi, Fouad (2022) Pose-invariant face recognition with multitask cascade networks. Neural Computing and Applications, 34 (8). pp. 6039-6052. ISSN 0941-0643

Akbari, Younes, Al-Maadeed, Somaya, Al-Maadeed, Noor, Najeeb, Al Anood, Al-Ali, Afnan, Khelifi, Fouad and Lawgaly, Ashref (2022) A New Forensic Video Database for Source Smartphone Identification: Description and Analysis. IEEE Access, 10. pp. 20080-20091. ISSN 2169-3536

Subramanian, Nandhini, Cheheb, Ismahane, Elharrouss, Omar, Al-Maadeed, Somaya and Bouridane, Ahmed (2021) End-to-End Image Steganography Using Deep Convolutional Autoencoders. IEEE Access, 9. pp. 135585-135593. ISSN 2169-3536

Elharrouss, Omar, Almaadeed, Noor, Al-Maadeed, Somaya and Bouridane, Ahmed (2021) Gait recognition for person re-identification. The Journal of Supercomputing, 77 (4). pp. 3653-3672. ISSN 0920-8542

Subramanian, Nandhini, Elharrouss, Omar, Al-Maadeed, Somaya and Bouridane, Ahmed (2021) Image Steganography: A Review of the Recent Advances. IEEE Access, 9. pp. 23409-23423. ISSN 2169-3536

Elharrouss, Omar, Almaadeed, Noor, Al-Maadeed, Somaya, Bouridane, Ahmed and Beghdadi, Azeddine (2021) A combined multiple action recognition and summarization for surveillance video sequences. Applied Intelligence, 51 (2). pp. 690-712. ISSN 0924-669X

Awan, Ruqayya, Al-Maadeed, Somaya, Al-Saady, Rafif and Bouridane, Ahmed (2020) Glandular structure-guided classification of microscopic colorectal images using deep learning. Computers & Electrical Engineering, 85. p. 106450. ISSN 0045-7906

Durou, Amal, Al-Maadeed, Somaya, Aref, Ibrahim, Bouridane, Ahmed and Elbendak, Mosa (2019) A Comparative Study of Machine Learning Approaches for Handwriter Identification. In: 2019 IEEE 12th International Conference on Global Security, Safety and Sustainability (ICGS3). IEEE, pp. 206-212. ISBN 978-1-5386-7002-6

Al-Maadeed, Somaya, Jiang, Xudong, Rida, Imad and Bouridane, Ahmed (2019) Palmprint identification using sparse and dense hybrid representation. Multimedia Tools and Applications, 78 (5). pp. 5665-5679. ISSN 1380-7501

Durou, Amal, Aref, Ibrahim, Al-Maadeed, Somaya, Bouridane, Ahmed and Benkhelifa, Elhadj (2019) Writer identification approach based on bag of words with OBI features. Information Processing & Management, 56 (2). pp. 354-366. ISSN 0306-4573

Adam, Kalthoum, Baig, Asim, Al-Maadeed, Somaya, Bouridane, Ahmed and El-Menshawy, Sherine (2018) KERTAS: dataset for automatic dating of ancient Arabic manuscripts. International Journal on Document Analysis and Recognition (IJDAR), 21 (4). pp. 283-290. ISSN 1433-2833

Cheheb, Ismahane, Al-Maadeed, Noor, Al-Maadeed, Somaya and Bouridane, Ahmed (2018) Investigating the Use of Autoencoders for Gait-based Person Recognition. In: 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS). IEEE, pp. 148-151. ISBN 978-1-5386-7754-4

Al-Maadeed, Somaya, Boubezari, Rayana, Kunhoth, Suchithra and Bouridane, Ahmed (2018) Robust feature point detectors for car make recognition. Computers in Industry, 100. pp. 129-136. ISSN 0166-3615

Almaadeed, Noor, Asim, Muhammad, Al-Maadeed, Somaya, Bouridane, Ahmed and Beghdadi, Azeddine (2018) Automatic Detection and Classification of Audio Events for Road Surveillance Applications. Sensors, 18 (6). p. 1858. ISSN 1424-8220

Baig, Asim, Al-Maadeed, Somaya, Bouridane, Ahmed and Cheriet, Mohamed (2018) Automatic segmentation and reconstruction of historical manuscripts in gradient domain. IET Image Processing, 12 (4). pp. 502-512. ISSN 1751-9659

Rida, Imad, Al-Maadeed, Somaya, Mahmood, Arif, Bouridane, Ahmed and Bakshi, Sambit (2018) Palmprint Identification Using an Ensemble of Sparse Representations. IEEE Access, 6. pp. 3241-3248. ISSN 2169-3536

Peyret, Remy, Bouridane, Ahmed, Khelifi, Fouad, Tahir, Muhammad Atif and Al-Maadeed, Somaya (2018) Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization. Neurocomputing, 275. pp. 83-93. ISSN 0925-2312

Al-Maadeed, Somaya, Kunhoth, Suchithra, Bouridane, Ahmed and Peyret, Remy (2017) Multispectral imaging and machine learning for automated cancer diagnosis. In: 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC). IEEE, Piscataway, pp. 1740-1744. ISBN 978-1-5090-4373-6

Jiang, Richard, Ho, Anthony, Cheheb, Ismahane, Al-Maadeed, Noor, Al-Maadeed, Somaya and Bouridane, Ahmed (2017) Emotion recognition from scrambled facial images via many graph embedding. Pattern Recognition, 67. pp. 245-251. ISSN 0031-3203

Cheheb, Ismahane, Al-Maadeed, Noor, Al-Maadeed, Somaya, Bouridane, Ahmed and Jiang, Richard (2017) Random sampling for patch-based face recognition. In: IWBF 2017 - 5th International Workshop on Biometrics and Forensics, 4th - 5th April 2017, Coventry, UK.

Rida, Imad, Boubchir, Larbi, Al-Maadeed, Noor, Al-Maadeed, Somaya and Bouridane, Ahmed (2016) Robust model-free gait recognition by statistical dependency feature selection and Globality-Locality Preserving Projections. In: 2016 39th International Conference on Telecommunications and Signal Processing (TSP). IEEE, Piscataway, pp. 652-655. ISBN 978-1-5090-1289-3

Mehboob, Fozia, Abbas, Muhammad, Jiang, Richard, Tahir, Muhammad Atif, Al-Maadeed, Somaya and Bouridane, Ahmed (2016) Automated vehicle density estimation from raw surveillance videos. In: 2016 SAI Computing Conference (SAI). IEEE, pp. 1024-1030. ISBN 978-1-4673-8461-2

Al-Maadeed, Somaya, Hassaine, Abdelaali, Bouridane, Ahmed and Tahir, Muhammad (2016) Novel geometric features for off-line writer identification. Pattern Analysis and Applications, 19 (3). pp. 699-708. ISSN 1433-7541

Jiang, Richard, Al-Maadeed, Somaya, Bouridane, Ahmed, Crookes, Danny and Celebi, M. Emre (2016) Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels. IEEE Transactions on Information Forensics and Security, 11 (8). pp. 1807-1817. ISSN 1556-6013

Al-Maadeed, Somaya, Bourif, Mehdi, Bouridane, Ahmed and Jiang, Richard (2016) Low-quality facial biometric verification via dictionary-based random pooling. Pattern Recognition, 52. pp. 238-248. ISSN 0031-3203

Rida, Imad, Al-Maadeed, Somaya and Bouridane, Ahmed (2016) Gait recognition based on modified phase-only correlation. Signal, Image and Video Processing, 10 (3). pp. 463-470. ISSN 1863-1703

Baig, Asim, Al-Maadeed, Somaya, Bouridane, Ahmed and Cheriet, Mohamed (2016) Direct unsupervised text line extraction from colored historical manuscript images using DCT. In: Image Analysis and Recognition: Proceedings of the 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel. Lecture notes in computer science, 9730 . Springer, London, pp. 753-762. ISBN 9783319415000

Boubchir, Larbi, Al-Maadeed, Somaya, Bouridane, Ahmed and Cherif, Arab Ali (2015) Classification of EEG signals for detection of epileptic seizure activities based on LBP descriptor of time-frequency images. In: 2015 IEEE International Conference on Image Processing (ICIP). IEEE, Piscataway, NJ, pp. 3758-3762. ISBN 978-1-4799-8339-1

Rida, Imad, Al-Maadeed, Somaya and Bouridane, Ahmed (2015) Unsupervised feature selection method for improved human gait recognition. In: 23rd European Signal Processing Conference (EUSIPCO), 31 August - 4 September 2015, Nice.

Peyret, Remy, Bouridane, Ahmed, Al-Maadeed, Somaya, Kunhoth, Suchithra and Khelifi, Fouad (2015) Texture analysis for colorectal tumour biopsies using multispectral imagery. In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015 ), 25 - 29 August 2015, Milan.

Khalifa, E., Al-Maadeed, Somaya, Tahir, Muhammad, Bouridane, Ahmed and Jamshed, Asif (2015) Off-line writer identification using an ensemble of grapheme codebook features. Pattern Recognition Letters, 59. pp. 18-25. ISSN 0167-8655

Boubchir, Larbi, Al-Maadeed, Somaya, Bouridane, Ahmed and Cherif, Arab Ali (2015) Time-frequency image descriptors-based features for EEG epileptic seizure activities detection and classification. In: ICASSP 2015 - IEEE International Conference on Acoustics, Speech and Signal Processing, 19th - 24th April 2015, Brisbane, Australia.

Laadjel, Moussadek, Al-Maadeed, Somaya and Bouridane, Ahmed (2015) Combining Fisher locality preserving projections and passband DCT for efficient palmprint recognition. Neurocomputing, 152. pp. 179-189. ISSN 0925-2312

Mehboob, Fozia, Abbas, Muhammad, Almotaeryi, Resheed, Jiang, Richard, Al-Maadeed, Somaya and Bouridane, Ahmed (2015) Traffic Flow Estimation from Road Surveillance. In: 2015 IEEE International Symposium on Multimedia (ISM). IEEE, Piscataway, NJ, pp. 605-608. ISBN 978-1-5090-0379-2

Boubchir, Larbi, Al-Maadeed, Somaya and Bouridane, Ahmed (2014) Haralick feature extraction from time-frequency images for epileptic seizure detection and classification of EEG data. In: 2014 26th International Conference on Microelectronics (ICM). IEEE, Piscataway, NJ, pp. 32-35. ISBN 978-1-4799-8153-3

Al-Maadeed, Somaya, Bouridane, Ahmed, Crookes, Danny and Nibouche, Omar (2014) Partial shoeprint retrieval using multiple point-of-interest detectors and SIFT descriptors. Integrated Computer-Aided Engineering, 22 (1). pp. 41-58. ISSN 1069-2509

Al-Maadeed, Somaya, Almotaeryi, Resheed, Jiang, Richard and Bouridane, Ahmed (2014) Robust Human Silhouette Extraction with Laplacian Fitting. Pattern Recognition Letters, 49. pp. 69-76. ISSN 0167-8655

Boubchir, Larbi, Al-Maadeed, Somaya and Bouridane, Ahmed (2014) Effectiveness of combined time-frequency imageand signal-based features for improving the detection and classification of epileptic seizure activities in EEG signals. In: Codit'14 - 2nd International Conference on Control, Decision and Information Technologies, 3rd - 5th November 2014, Metz, France.

Khan, Faraz, Bouridane, Ahmed, Khelifi, Fouad, Almotaeryi, Resheed and Al-Maadeed, Somaya (2014) Efficient segmentation of sub-words within handwritten arabic words. In: Codit'14 - 2nd International Conference on Control, Decision and Information Technologies, 3rd - 5th November 2014, Metz, France.

Makhfoudi, Adam, Al-Maadeed, Somaya, Bouridane, Ahmed, Sexton, Graham and Jiang, Richard (2014) Visualization of faces from surveillance videos via face hallucination. In: Codit'14 - 2nd International Conference on Control, Decision and Information Technologies, 3rd - 5th November 2014, Metz, France.

Boubchir, Larbi, Al-Maadeed, Somaya and Bouridane, Ahmed (2014) Undecimated wavelet-based Bayesian denoising in mixed Poisson-Gaussian noise with application on medical and biological images. In: IPTA 2014 - 4th International Conference on Image Processing Theory, Tools and Applications, 14th - 17th October 2014, Paris, France.

Al-Maadeed, Somaya, Kunhoth, Suchithra and Bouridane, Ahmed (2014) Digitization and spectral analysis of Historical Manuscripts. In: 2014 World Symposium on Computer Applications & Research (WSCAR). IEEE, Piscataway, NJ. ISBN 978-1-4799-2805-7

Rida, Imad, Al-Maadeed, Somaya and Bouridane, Ahmed (2014) Improved gait recognition based on gait energy images. In: 2014 26th International Conference on Microelectronics (ICM). IEEE, Piscataway, NJ, pp. 40-43. ISBN 978-1-4799-8153-3

Al-Maadeed, Somaya, Hassaine, Abdelaali and Bouridane, Ahmed (2014) Using codebooks generated from text skeletonization for forensic writer identification. In: 2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA). IEEE, Piscataway, NJ, pp. 729-733. ISBN 978-1-4799-7100-8

Laadjel, Moussadek, Bouridane, Ahmed, Nibouche, Omar, Kurugollu, Fatih and Al-Maadeed, Somaya (2013) An improved palmprint recognition system using iris features. Journal of Real-Time Image Processing, 8 (3). pp. 253-263. ISSN 1861-8200

Hassaine, Abdelaali, Al-Maadeed, Somaya and Bouridane, Ahmed (2013) ICDAR 2013 competition on handwriting stroke recovery from offline data. Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. pp. 1412-1416. ISSN 15205363

Khalifa, E., Al-Maadeed, Somaya, Tahir, Muhammad, Khelifi, Fouad and Bouridane, Ahmed (2013) Off-line writer identification using multi-scale local binary patterns and SR-KDA. In: 2013 25th International Conference on Microelectronics (ICM). IEEE, Piscataway, NJ, pp. 1-4. ISBN 978-1-4799-3569-7

Boukabou, Walid, Bouridane, Ahmed and Al-Maadeed, Somaya (2012) Enhancing face recognition using Directional Filter Banks. Digital Signal Processing, 23 (2). pp. 586-594. ISSN 1051-2004

Hassaine, Abdelaali, Al-Maadeed, Somaya and Bouridane, Ahmed (2012) A set of geometrical features for writer identification. In: Neural Information Processing. Springer, London, pp. 584-591. ISBN 978-3-642-34499-2

Hassaine, Abdelaali, Al-Maadeed, Somaya, Alja'am, Jihad Mohamad, Jaoua, Ali and Bouridane, Ahmed (2011) The ICDAR2011 Arabic Writer Identification Contest. In: 2011 International Conference on Document Analysis and Recognition (ICDAR), 18-21 September 2011, Beijing, China.

Bouatmane, Sabrina, Roula, Mohammed Ali, Bouridane, Ahmed and Al-Maadeed, Somaya (2011) Round-Robin sequential forward selection algorithm for prostate cancer classification and diagnosis using multispectral imagery. Machine Vision and Applications, 22 (5). pp. 865-878. ISSN 0932-8092