Protecting Medical Images Using a Zero-Watermarking Approach Based on Fractional Racah Moments.

Hicham Karmouni https://orcid.org/0000-0001-9225-8380

Karim El-Khanchouli Hanaa Mansouri Nawal El Ghouate Hicham Karmouni Nour-Eddine Joudar Mhamed Sayyouri Sameh S. Askar Mohamed Abouhawwash Protecting Medical Images Using a Zero-Watermarking Approach Based on Fractional Racah Moments. 16978-17001 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3532747 db/journals/access/access13.html#ElKhanchouliMGKJSAA25 streams/journals/access

Ahmed El Maloufy Mohamed Amine Tahiri Ahmed Bencherqui Hicham Karmouni Mhamed Sayyouri Secure and Invisible Dual Watermarking for Digital Content Based on Optimized Octonion Moments and Chaotic Metaheuristics. 2025 5789-5822 85 Comput. Mater. Continua 3 https://doi.org/10.32604/cmc.2025.068885 db/journals/cmc/cmc85.html#MaloufyTBKS25 streams/journals/cmc

Mohamed Kmich Inssaf Harrade Hicham Karmouni Mhamed Sayyouri Sameh S. Askar Mohamed Abouhawwash Image Registration Using the Arithmetic Optimization Algorithm for Robotic Visual Servoing. 1 2025 December 18 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.1007/s44196-024-00612-7 db/journals/ijcisys/ijcisys18.html#KmichHKSAA25 streams/journals/ijcisys

Mohamed Kmich Inssaf Harrade Hicham Karmouni Mhamed Sayyouri Sameh S. Askar Mohamed Abouhawwash Publisher Correction: Image Registration Using the Arithmetic Optimization Algorithm for Robotic Visual Servoing. 9 2025 December 18 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.1007/s44196-025-00735-5 db/journals/ijcisys/ijcisys18.html#KmichHKSAA25a streams/journals/ijcisys

Hanaa Mansouri Karim El-Khanchouli Nawal El Ghouate Ahmed Bencherqui Mohamed Amine Tahiri Hicham Karmouni Mhamed Sayyouri Hassane Moustabchir Sameh S. Askar Mohamed Abouhawwash A modified black-winged kite optimizer based on chaotic maps for global optimization of real-world applications. 113558 2025 318 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.113558 db/journals/kbs/kbs318.html#MansouriEGBTKSMAA25 streams/journals/kbs

Karim El-Khanchouli Hanaa Mansouri Ahmed Bencherqui Hicham Karmouni Nour-Eddine Joudar Mhamed Sayyouri Proposed quaternion fractional dual-Hahn moments for color image reconstruction and encryption. 114467 2025 329 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.114467 db/journals/kbs/kbs329.html#ElKhanchouliMBKJS25 streams/journals/kbs

Nawal El Ghouate Ahmed Bencherqui Hanaa Mansouri Ahmed El Maloufy Mohamed Amine Tahiri Hicham Karmouni Mhamed Sayyouri S. S. Askar 0001 Mohamed Abouhawwash Improving the Kepler optimization algorithm with chaotic maps: comprehensive performance evaluation and engineering applications. 2024 November 57 Artif. Intell. Rev. 11 https://doi.org/10.1007/s10462-024-10857-5 db/journals/air/air57.html#GhouateBMMTKSAA24 streams/journals/air

Mohamed Amine Tahiri Brahim Boudaaoua Hicham Karmouni Hamza Tahiri Hicham Oufettoul Hicham Amakdouf Hassan Qjidaa Mohamed Abouhawwash S. S. Askar 0001 Mhamed Sayyouri Octonion-based transform moments for innovative stereo image classification with deep learning. 2024 3493-3511 10 Complex Intell. Syst. 3 https://doi.org/10.1007/s40747-023-01337-4 db/journals/comintsys/comintsys10.html#TahiriBKTOAQAAS24 streams/journals/comintsys

Xiangqi Chen Chengzhuan Yang Jiashuaizi Mo Yaxin Sun Hicham Karmouni Yunliang Jiang Zhonglong Zheng CSPNeXt: A new efficient token hybrid backbone. 107886 2024 132 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.107886 https://www.wikidata.org/entity/Q130037177 db/journals/eaai/eaai132.html#ChenYMSKJZ24

Hicham Karmouni Mohamed Amine Tahiri Idriss Dagal Hicham Amakdouf Mohamed Ouazzani Jamil Hassan Qjidaa Mhamed Sayyouri Secure and optimized satellite image sharing based on chaotic eπ map and Racah moments. 121247 2024 February 236 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.121247 db/journals/eswa/eswa236.html#KarmouniTDAJQS24

Mohamed Amine Tahiri Fatima Zohra El Hlouli Ahmed Bencherqui Hicham Karmouni Hicham Amakdouf Mhamed Sayyouri Hassan Qjidaa White blood cell automatic classification using deep learning and optimized quaternion hybrid moments. 105128 2023 September 86 Biomed. Signal Process. Control. Part A https://doi.org/10.1016/j.bspc.2023.105128 db/journals/bspc/bspc86.html#TahirihBKASQ23

Mohamed Yamni Achraf Daoui Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Chunpeng Wang 0001 Mohammed Ouazzani Jamil A Powerful Zero-Watermarking Algorithm for Copyright Protection of Color Images Based on Quaternion Radial Fractional Hahn Moments and Artificial Bee Colony Algorithm. 5602-5633 2023 42 Circuits Syst. Signal Process. 9 https://doi.org/10.1007/s00034-023-02379-2 db/journals/cssp/cssp42.html#YamniDKSQWJ23

Mohamed Yamni Achraf Daoui Hicham Karmouni Sarah Elmalih Anass Ben-Fares Mhamed Sayyouri Hassan Qjidaa Mustapha Maaroufi Badreeddine Alami Mohammed Ouazzani Jamil Copyright protection of multiple CT images using Octonion Krawtchouk moments and grey Wolf optimizer. 4719-4752 2023 360 J. Frankl. Inst. 7 https://doi.org/10.1016/j.jfranklin.2023.03.008 db/journals/jfi/jfi360.html#YamniDKEBSQMAJ23

Mohamed Amine Tahiri Ahmed Bencherqui Hicham Karmouni Hicham Amakdouf Seyedali Mirjalili Saad Motahhir Mohamed Abouhawwash Sameh S. Askar Mhamed Sayyouri Hassan Qjidaa Implementation of a steganography system based on hybrid square quaternion moment compression in IoMT. 101604 2023 July 35 J. King Saud Univ. Comput. Inf. Sci. 7 https://doi.org/10.1016/j.jksuci.2023.101604 db/journals/jksucis/jksucis35.html#TahiriBKAMMAASQ23

Omar El Ogri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa A new image/video encryption scheme based on fractional discrete Tchebichef transform and singular value decomposition. 33465-33497 2023 September 82 Multim. Tools Appl. 22 https://doi.org/10.1007/s11042-023-14573-0 db/journals/mta/mta82.html#OgriKSQ23

Mohamed Amine Tahiri Hicham Karmouni Ahmed Bencherqui Achraf Daoui Mhamed Sayyouri Hassan Qjidaa Khalid M. Hosny New color image encryption using hybrid optimization algorithm and Krawtchouk fractional transformations. 6395-6420 2023 December 39 Vis. Comput. 12 https://doi.org/10.1007/s00371-022-02736-3 https://www.wikidata.org/entity/Q122021314 db/journals/vc/vc39.html#TahiriKBDSQH23

Achraf Daoui Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Musheer Ahmad 0002 Ahmed A. Abd El-Latif 0001 Biomedical Multimedia Encryption by Fractional-Order Meixner Polynomials Map and Quaternion Fractional-Order Meixner Moments. 102599-102617 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3203067 https://www.wikidata.org/entity/Q122537739 db/journals/access/access10.html#DaouiYKSQAE22

Achraf Daoui Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Efficient Methods for Signal Processing Using Charlier Moments and Artificial Bee Colony Algorithm. 166-195 2022 41 Circuits Syst. Signal Process. 1 https://doi.org/10.1007/s00034-021-01764-z db/journals/cssp/cssp41.html#DaouiKSQ22

Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Efficient watermarking algorithm for digital audio/speech signal. 103251 2022 120 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2021.103251 db/journals/dsp/dsp120.html#YamniKSQ22

Hicham Karmouni Mohamed Chouiekh Saad Motahhir Hassan Qjidaa Mohamed Ouazzani Jamil Mhamed Sayyouri Optimization and implementation of a photovoltaic pumping system using the sine-cosine algorithm. 105104 2022 114 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2022.105104 https://www.wikidata.org/entity/Q113875115 db/journals/eaai/eaai114.html#KarmouniCMQJS22

Achraf Daoui Hicham Karmouni Omar El Ogri Mhamed Sayyouri Hassan Qjidaa Robust image encryption and zero-watermarking scheme using SCA and modified logistic map. 116193 2022 190 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.116193 https://www.wikidata.org/entity/Q121354339 db/journals/eswa/eswa190.html#DaouiKOSQ22

Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Robust audio watermarking scheme based on fractional Charlier moment transform and dual tree complex wavelet transform. 117325 2022 203 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2022.117325 db/journals/eswa/eswa203.html#YamniKSQ22

Achraf Daoui Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Stable analysis of large-size signals and images by Racah's discrete orthogonal moments. 113830 2022 403 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2021.113830 db/journals/jcam/jcam403.html#DaouiKSQ22

Achraf Daoui Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Musheer Ahmad 0002 Ahmed A. Abd El-Latif 0001 Color stereo image encryption and local zero-watermarking schemes using octonion Hahn moments and modified Henon map. 8927-8954 2022 November 34 J. King Saud Univ. Comput. Inf. Sci. 10 Part B https://doi.org/10.1016/j.jksuci.2022.08.021 https://www.wikidata.org/entity/Q114848278 db/journals/jksucis/jksucis34.html#DaouiYKSQAE22

Mohamed Amine Tahiri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa 2D and 3D image localization, compression and reconstruction using new hybrid moments. 769-806 2022 33 Multidimens. Syst. Signal Process. 3 https://doi.org/10.1007/s11045-021-00810-y db/journals/mssp/mssp33.html#TahiriKSQ22

Mohamed Amine Tahiri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Correction to: 2D and 3D image localization, compression and reconstruction using new hybrid moments. 1069 2022 33 Multidimens. Syst. Signal Process. 3 https://doi.org/10.1007/s11045-022-00824-0 db/journals/mssp/mssp33.html#TahiriKSQ22a

Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Quaternion cartesian fractional hahn moments for color image analysis. 737-758 2022 81 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-021-11432-8 db/journals/mta/mta81.html#YamniKSQ22

Achraf Daoui Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa New method for bio - signals zero - watermarking using quaternion shmaliy moments and short-time fourier transform. 17369-17399 2022 81 Multim. Tools Appl. 12 https://doi.org/10.1007/s11042-022-12660-2 db/journals/mta/mta81.html#DaouiKSQ22

Achraf Daoui Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Robust 2D and 3D images zero - watermarking using dual Hahn moment invariants and Sine Cosine Algorithm. 25581-25611 2022 81 Multim. Tools Appl. 18 https://doi.org/10.1007/s11042-022-12298-0 db/journals/mta/mta81.html#DaouiKSQ22a

Ahmed Bencherqui Achraf Daoui Hicham Karmouni Hassan Qjidaa Mohammed Alfidi Mhamed Sayyouri Optimal reconstruction and compression of signals and images by Hahn moments and artificial bee Colony (ABC) algorithm. 29753-29783 2022 81 Multim. Tools Appl. 21 https://doi.org/10.1007/s11042-022-12978-x db/journals/mta/mta81.html#BencherquiDKQAS22

Achraf Daoui Hicham Karmouni Mohamed Yamni Mhamed Sayyouri Hassan Qjidaa On computational aspects of high-order dual Hahn moments. 108596 2022 127 Pattern Recognit. https://doi.org/10.1016/j.patcog.2022.108596 db/journals/pr/pr127.html#DaouiKYSQ22

Hicham Karmouni Mohamed Yamni Omar El Ogri Achraf Daoui Mhamed Sayyouri Hassan Qjidaa Ahmed Tahiri Mustapha Maaroufi Badreeddine Alami Fast Computation of 3D Discrete Invariant Moments Based on 3D Cuboid for 3D Image Classification. 3782-3812 2021 40 Circuits Syst. Signal Process. 8 https://doi.org/10.1007/s00034-020-01646-w db/journals/cssp/cssp40.html#KarmouniYODSQTM21

Mohamed Yamni Achraf Daoui Omar El Ogri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Mustapha Maaroufi Badreeddine Alami Fast and Accurate Computation of 3D Charlier Moment Invariants for 3D Image Classification. 6193-6223 2021 40 Circuits Syst. Signal Process. 12 https://doi.org/10.1007/s00034-021-01763-0 db/journals/cssp/cssp40.html#YamniDOKSQMA21

Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Jan Flusser Novel Octonion Moments for color stereo image analysis. 102878 2021 108 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2020.102878 db/journals/dsp/dsp108.html#YamniKSQF21

Achraf Daoui Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Mustapha Maaroufi Badreeddine Alami New robust method for image copyright protection using histogram features and Sine Cosine Algorithm. 114978 2021 177 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.114978 db/journals/eswa/eswa177.html#DaouiKSQMA21

Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Image watermarking using separable fractional moments of Charlier-Meixner. 2535-2560 2021 358 J. Frankl. Inst. 4 https://doi.org/10.1016/j.jfranklin.2021.01.011 db/journals/jfi/jfi358.html#YamniKSQ21

Omar El Ogri Hicham Karmouni Mohamed Yamni Achraf Daoui Mhamed Sayyouri Hassan Qjidaa A new fast algorithm to compute moment 3D invariants of generalized Laguerre modified by fractional-order for pattern recognition. 431-464 2021 32 Multidimens. Syst. Signal Process. 2 https://doi.org/10.1007/s11045-020-00745-w db/journals/mssp/mssp32.html#ogriKYDSQ21

Mhamed Sayyouri Hicham Karmouni Abdeslam Hmimid Ayoub Azzayani Hassan Qjidaa A fast and accurate computation of 2D and 3D generalized Laguerre moments for images analysis. 7887-7910 2021 80 Multim. Tools Appl. 5 https://doi.org/10.1007/s11042-020-09921-3 db/journals/mta/mta80.html#SayyouriKHAQ21

Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Robust zero-watermarking scheme based on novel quaternion radial fractional Charlier moments. 21679-21708 2021 80 Multim. Tools Appl. 14 https://doi.org/10.1007/s11042-021-10717-2 db/journals/mta/mta80.html#YamniKSQ21

Mohamed Yamni Achraf Daoui Omar El Ogri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Accurate 2D and 3D images classification using translation and scale invariants of Meixner moments. 26683-26712 2021 80 Multim. Tools Appl. 17 https://doi.org/10.1007/s11042-020-10311-y db/journals/mta/mta80.html#YamniDoKSQ21

Achraf Daoui Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Fast and stable computation of higher-order Hahn polynomials and Hahn moment invariants for signal and image analysis. 32947-32973 2021 80 Multim. Tools Appl. 21 https://doi.org/10.1007/s11042-021-11206-2 db/journals/mta/mta80.html#DaouiKSQ21

Omar El Ogri Hicham Karmouni Mohamed Yamni Mhamed Sayyouri Hassan Qjidaa Mustapha Maaroufi Badreeddine Alami Novel fractional-order Jacobi moments and invariant moments for pattern recognition applications. 13539-13565 2021 33 Neural Comput. Appl. 20 https://doi.org/10.1007/s00521-021-05977-w db/journals/nca/nca33.html#OgriKYSQMA21

Achraf Daoui Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Biomedical signals reconstruction and zero-watermarking using separable fractional order Charlier-Krawtchouk transformation and Sine Cosine Algorithm. 107854 2021 180 Signal Process. https://doi.org/10.1016/j.sigpro.2020.107854 db/journals/sigpro/sigpro180.html#DaouiYKSQ21

Omar El Ogri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa 3D image recognition using new set of fractional-order Legendre moments and deep neural networks. 116410 2021 98 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2021.116410 db/journals/spic/spic98.html#OgriKSQ21

Achraf Daoui Mohamed Yamni Omar El Ogri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa New Algorithm for Large-Sized 2D and 3D Image Reconstruction using Higher-Order Hahn Moments. 4552-4577 2020 39 Circuits Syst. Signal Process. 9 https://doi.org/10.1007/s00034-020-01384-z db/journals/cssp/cssp39.html#DaouiYoKSQ20

Achraf Daoui Mohamed Yamni Omar El Ogri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Stable computation of higher order Charlier moments for signal and image reconstruction. 251-276 2020 521 Inf. Sci. https://doi.org/10.1016/j.ins.2020.02.019 db/journals/isci/isci521.html#DaouiYoKSQ20

Hicham Karmouni Tarik Jahid Mhamed Sayyouri Rachid El Alami Hassan Qjidaa Fast 3D image reconstruction by cuboids and 3D Charlier's moments. 949-965 2020 17 J. Real Time Image Process. 4 https://doi.org/10.1007/s11554-018-0846-0 https://www.wikidata.org/entity/Q128662761 db/journals/jrtip/jrtip17.html#KarmouniJSAQ20

Omar El Ogri Achraf Daoui Mohamed Yamni Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa New set of fractional-order generalized Laguerre moment invariants for pattern recognition. 23261-23294 2020 79 Multim. Tools Appl. 31-32 https://doi.org/10.1007/s11042-020-09084-1 db/journals/mta/mta79.html#ogriDYKSQ20

Hicham Karmouni Mohamed Yamni Omar El Ogri Achraf Daoui Mhamed Sayyouri Hassan Qjidaa Fast computation of 3D Meixner's invariant moments using 3D image cuboid representation for 3D image classification. 29121-29144 2020 79 Multim. Tools Appl. 39-40 https://doi.org/10.1007/s11042-020-09351-1 db/journals/mta/mta79.html#KarmouniYoDSQ20

Mohamed Yamni Achraf Daoui Omar El Ogri Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Jan Flusser Fractional Charlier moments for image reconstruction and image watermarking. 107509 2020 171 Signal Process. https://doi.org/10.1016/j.sigpro.2020.107509 db/journals/sigpro/sigpro171.html#YamniDoKSQF20

Hicham Karmouni Tarik Jahid Mhamed Sayyouri Abdeslam Hmimid Hassan Qjidaa Fast Reconstruction of 3D Images Using Charlier Discrete Orthogonal Moments. 3715-3742 2019 38 Circuits Syst. Signal Process. 8 https://doi.org/10.1007/s00034-019-01025-0 https://www.wikidata.org/entity/Q128588577 db/journals/cssp/cssp38.html#KarmouniJSHQ19

Tarik Jahid Hicham Karmouni Mhamed Sayyouri Abdeslam Hmimid Hassan Qjidaa Fast Algorithm of 3D Discrete Image Orthogonal Moments Computation Based on 3D Cuboid. 534-554 2019 61 J. Math. Imaging Vis. 4 https://doi.org/10.1007/s10851-018-0860-7 https://www.wikidata.org/entity/Q128941766 db/journals/jmiv/jmiv61.html#JahidKSHQ19

Tarik Jahid Hicham Karmouni Abdeslam Hmimid Mhamed Sayyouri Hassan Qjidaa Fast computation of Charlier moments and its inverses using Clenshaw's recurrence formula for image analysis. 12183-12201 2019 78 Multim. Tools Appl. 9 https://doi.org/10.1007/s11042-018-6757-z https://www.wikidata.org/entity/Q129085682 db/journals/mta/mta78.html#JahidKHSQ19

Hicham Karmouni Tarik Jahid Abdeslam Hmimid Mhamed Sayyouri Hassan Qjidaa Fast computation of inverse Meixner moments transform using Clenshaw's formula. 31245-31265 2019 78 Multim. Tools Appl. 22 https://doi.org/10.1007/s11042-019-07961-y https://www.wikidata.org/entity/Q127466711 db/journals/mta/mta78.html#KarmouniJHSQ19

Hicham Karmouni Abdeslam Hmimid Tarik Jahid Mhamed Sayyouri Hassan Qjidaa Abdellah Rezzouk Fast and Stable Computation of the Charlier Moments and Their Inverses Using Digital Filters and Image Block Representation. 4015-4033 2018 37 Circuits Syst. Signal Process. 9 https://doi.org/10.1007/s00034-018-0755-2 db/journals/cssp/cssp37.html#KarmouniHJSQR18

Tarik Jahid Abdeslam Hmimid Hicham Karmouni Mhamed Sayyouri Hassan Qjidaa Abdellah Rezzouk Image analysis by Meixner moments and a digital filter. 19811-19831 2018 77 Multim. Tools Appl. 15 https://doi.org/10.1007/s11042-017-5371-9 db/journals/mta/mta77.html#JahidHKSQR18

Hicham Karmouni Tarik Jahid Imad El Affar Mhamed Sayyouri Abdeslam Hmimid Hassan Qjidaa Abdellah Rezzouk Image analysis using separable Krawtchouk-Tchebichef's moments. 1-5 2017 ATSIP https://doi.org/10.1109/ATSIP.2017.8075581 conf/atsip/2017 db/conf/atsip/atsip2017.html#KarmouniJASHQR17 Mostafa El Mallahi Abderrahim Mesbah Hicham Karmouni Anass El Affar Ahmed Tahiri Hassan Qjidaa Radial Charlier moment invariants for 2D object/image recognition. 41-45 2016 ICMCS https://doi.org/10.1109/ICMCS.2016.7905531 conf/icmcs2/2016 db/conf/icmcs2/icmcs2016.html#MallahiMKATQ16 Mhamed Sayyouri Abdeslam Hmimid Hicham Karmouni Hassan Qjidaa Abdellah Rezzouk Image classification using separable invariant moments of Krawtchouk-Tchebichef. 1-6 2015 AICCSA https://doi.org/10.1109/AICCSA.2015.7507142 https://doi.ieeecomputersociety.org/10.1109/AICCSA.2015.7507142 conf/aiccsa/2015 db/conf/aiccsa/aiccsa2015.html#SayyouriHKQR15 Mohamed Abouhawwash Anass El Affar Imad El Affar Musheer Ahmad 0002 Badreeddine Alami Rachid El Alami Mohammed Alfidi Hicham Amakdouf S. S. Askar 0001Sameh S. Askar Ayoub Azzayani Anass Ben-Fares Ahmed Bencherqui Brahim Boudaaoua Xiangqi Chen Mohamed Chouiekh Idriss Dagal Achraf Daoui Karim El-Khanchouli Ahmed A. Abd El-Latif 0001 Sarah Elmalih Jan Flusser Nawal El Ghouate Inssaf Harrade Fatima Zohra El Hlouli Abdeslam Hmimid Khalid M. Hosny Tarik Jahid Mohammed Ouazzani JamilMohamed Ouazzani Jamil Yunliang Jiang Nour-Eddine Joudar Mohamed Kmich Mustapha Maaroufi Mostafa El Mallahi Ahmed El Maloufy Hanaa Mansouri Abderrahim Mesbah Seyedali Mirjalili Jiashuaizi Mo Saad Motahhir Hassane Moustabchir Omar El Ogri Hicham Oufettoul Hassan Qjidaa Abdellah Rezzouk Mhamed Sayyouri Yaxin Sun Ahmed Tahiri Hamza Tahiri Mohamed Amine Tahiri Chunpeng Wang 0001 Mohamed Yamni Chengzhuan Yang Zhonglong Zheng