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Öğr. Gör. Md Baharul Islam

Bahçeşehir Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi

Bilgisayar Mühendisliği Bölümü

MAKALELER

  1. Imani, H., Islam, M.B.. and Arica, N., 2021. Three-Stream 3D Deep CNN for No-Reference Stereoscopic Video Quality Assessment. Intelligent Systems with Applications, p.200059. https://doi.org/10.1016/j.iswa.2021.200059
  2. M. S. Junayed, Islam, M.B., A. A. Jeny, A. Sadeghzadeh, T. Biswas and A. F. M. S. Shah, ”ScarNet: Development and Validation of a Novel Deep CNN Model for Acne Scar Classification With a New Dataset,” in IEEE Access, vol. 10, pp. 1245-1258, 2022, DOI: 10.1109/ACCESS.2021.3138021
  3. Junayed, M.S., Islam, M.B., Sadeghzadeh, A. and Rahman, S., 2021. CataractNet: An Automated Cataract Detection System using Deep Learning for Fundus Images. Vol. 9, pp. 128799 - 128808, IEEE Access. DOI: 10.1109/ACCESS.2021.3112938.
  4. Junayed, M.S., Jeny, A.A., Islam, M.B., Ahmed, I., Shah, S., 2021. An Efficient End-to-End Deep Neural Network for Interstitial Lung Disease Recognition and Classification. Turk J Elec Eng & Comp Sci, DOI: 10.3906/elk-2106-31.
  5. Shah, A.S., Qasim, A.N., Karabulut, M.A., Ilhan, H. and Islam, M.B., 2021. Survey and performance evaluation of multiple access schemes for next-generation wireless communication systems. IEEE Access, 9, pp.113428-113442.
  6. Sayed, A.M., Shousha, M.A., M.B. Islam, Eleiwa, T.K., Kashem, R., Abdel-Mottaleb, M., Ozcan, E., Tolba, M., Cook, J.C. and Parrish, R.K., 2020. Mobility improvement of patients with peripheral visual field losses using novel see-through digital spectacles. Plos one, 15(10), p.e0240509.
  7. M.B. Islam, L.K. Wong, K.L. Low, and C.O. Wong, “Aesthetics-driven Stereoscopic 3D Image Recomposition with Depth Adaptation”, IEEE Transactions on Multimedia, Vol. 20(11), p.2964-2979, IEEE, 2018
  8. M.B. Islam, L. K. Wong, C. O. Wong, “A Survey of Aesthetics-Driven Image Recomposition”, Multimedia Tools and Application, Vol. 76(7), p. 9517-9542, Springer, 2017
  9. M.B. Islam, K. Kundu, and A. Ahmed, ”Texture Feature based Image Retrieval Algorithms”, Journal of Engineering and Technical Research, Vol. 2(4), 2014
  10. M.B. Islam, and A. Ahmed, ”Child Education Through Animation: An Experimental Study, Int. Journal of Computer Graphics & Animation (IJCGA), Vol. 4(4), p. 43-50, Oct 2014.
  11. M.B. Islam, and A. Ahmed, ”Child Education Through Animation: An Experimental Study, Int. Journal of Computer Graphics & Animation (IJCGA), Vol. 4(4), p. 43-50, Oct 2014.
  12. A.K. Shamsuddin, M.B. Islam, and M.K. Islam, ”Evaluating content based animation through concept art”, Int. Journal of Trends in Computer Science, Vol. 2(11), pp.818-830, 2013.

KONFERANS BİLDİRİLERİ

  1. Junayed, M.S., Sadeghzadeh, A. and Islam, M.B., 2021, December. Deep Covariance Feature and CNN-based End-to-End Masked Face Recognition. In 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021) (pp. 1-8). IEEE.
  2. Jeny, A.A., Islam, M.B. and Aydin, T., 2021, December. DeepPyNet: A Deep Feature Pyramid Network for Optical Flow Estimation. In 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 1-6). IEEE. DOI: 10.1109/IVCNZ54163.2021.9653193
  3. Hosen, M.I., Islam, M.B. and Sadeghzadeh, A., 2021, December. An Effective Multi-Camera Dataset and Hybrid Feature Matcher for Real-Time Video Stitching. In 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ) (pp. 1-6). IEEE. DOI: 10.1109/IVCNZ54163.2021.9653352
  4. Islam, M.B. and Sadeghzadeh, A., 2021, October. BinoVFAR: An Efficient Binocular Visual Field Assessment Method using Augmented Reality Glasses. In Symposium on Virtual and Augmented Reality (pp. 92-100). https://doi.org/10.1145/3488162.3488232
  5. A. A. Jeny, M. S. Junayed, M. B. Islam, H. Imani and A. F. M. Shahen Shah, ”Machine Vision-based Expert System for Automated Cucumber Diseases Recognition and Classification,” 2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 2021, pp. 1-6, DOI: 10.1109/INISTA52262.2021.9548607
  6. Imani H., Zaim S., Islam M.B., Junayed M.S. (2021) Stereoscopic Video Quality Assessment Using Modified Parallax Attention Module. In: Durakbasa N.M., Gençyılmaz M.G. (eds) Digitizing Production Systems. Lecture Notes in Mechanical Engineering. Springer, Cham.
  7. Imani H., Islam M.B. (2021) Towards Stereoscopic Video Deblurring Using Deep Convolutional Networks. In: Bebis G. et al. (eds) Advances in Visual Computing. ISVC 2021. Lecture Notes in Computer Science, vol 13018. Springer, Cham.
  8. Jeny A.A., Junayed M.S., Islam M.B. (2021) PoseTED: A Novel Regression-Based Technique for Recognizing Multiple Pose Instances. In: Bebis G. et al. (eds) Advances in Visual Computing. ISVC 2021. Lecture Notes in Computer Science, vol 13017. Springer, Cham.
  9. Sadeghzadeh A., Islam M.B., Zaker R. (2021) An Efficient Video Desnowing and Deraining Method with a Novel Variant Dataset. In: Vincze M., Patten T., Christensen H.I., Nalpantidis L., Liu M. (eds) Computer Vision Systems. ICVS 2021. Lecture Notes in Computer Science, vol 12899. Springer, Cham.
  10. Masum S. Junayed, and Md Baharul Islam. A Deep-Learning Based Automated Covid-19 Physical Distance Measurement System Using Surveillance Video. 4𝑡ℎ International Conference on Recent Trends in Image Processing & Pattern Recognition (RTIP2R 2021), Msida, Malta, Dec 8-10, 2021
  11. Junayed, M.S., Islam, M.B., Sadeghzadeh, A. and Aydin, T., 2021, August. Real-Time YOLO-based Heterogeneous Front Vehicles International Symposium on Visual Computing (ISVC 2021). In 2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) (pp. 1-7). IEEE.
  12. Jeny, A.A., Junayed, M.S., Islam, M.B., Imani, H. and Shah, A.S., 2021, August. Machine Vision-based Expert System for Automated Cucumber Diseases Recognition and Classification. In 2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) (pp. 1-6). IEEE.
  13. Junayed Masum, Sakib Abu, Anjum Nipa, Islam Md Baharul, Jeny Afsana, ”EczemaNet: A Deep CNN Based Eczema Diseases Classification”, 4𝑡ℎ IEEE international conference on Image Processing Applications and System (IPAS 2020), 9-11 December 2020, Genova, Italy.
  14. Jeny, A.A., Sakib, A.N.M., Junayed, M.S., Lima, K.A., Ahmed, I. and Islam, M.B., 2020, December. SkNet: A Convolutional Neural Networks Based Classification Approach for Skin Cancer Classes. In 2020 23rd International Conference on Computer and Information Technology (ICCIT) (pp. 1-6). IEEE.
  15. Syed Ahmed, Md Baharul Islam, Mohamed A. Shousha ”The Effect of See-through Digital Spectacles on Eye Scanning Behavior of Patients with Peripheral Visual Field Losses”, Annual Meeting of the Association for Research in Vision and Ophthalmology (ARVO), 2-7 May 2020, Baltimore, MD, United States.
  16. M.B. Islam, C.O. Wong, and M. K. Islam, “S3D-R2R: An Automatic Stereoscopic 3D Image Recomposition to Retargeting Method with Depth Modification”, 15𝑡ℎ International Conference on Computer Vision Theory and Applications (VISAPP 2020), Feb 27-29, 2020, Valletta, Malta.
  17. M.B. Islam, L.K. Wong, K.L. Low, and C.O. Wong, “Warping-based Stereoscopic 3D Video Retargeting with Depth Remapping”, IEEE Winter Conf. on Applications on Computer Vision (WACV), Jan 7-11, 2019, HI, U.S.
  18. K.T. Wai, M.B. Islam, D. Das, and M.K. Islam, “FERAP: A Real-Time Facial Expression Recognition Approach”, Global Conference on Computing and Media Technology (GCMT), November 14-15, 2018.
  19. H.J. Chung, M.B. Islam, M. Moradi, M.K. Islam, and N. Kumar, ”An Augmented Reality based Simulation for Heterogeneous Eyeglasses”, Global Conference on Computing and Media Technology (GCMT), November 14-15, 2018.
  20. M.B. Islam, L.K. Wong, and C.O. Wong, “Content-Driven Stereoscopic 3D Video Retargeting”, Int. Workshop on Advanced Imaging Technology (IWAIT), January 8-10, 2017.
  21. M.B. Islam, C.T. Khuan, M.E. Rana, and M.K. Islam. ”AAICS: Aesthetics-Driven Automatic Image Cropping and Scaling”. Conference on Data Mining, Multimedia, Image Processing and their Applications, September 6-8, 2016.
  22. M.B. Islam, L.K. Wong, C.O. Wong, “Stereoscopic Image Warping for Enhancing Composition Aesthetics”, 3𝑟𝑑 IAPR Asian Conference on Pattern Recognition (ACPR), November 3-6, 2015.
  23. M.B. Islam, M.K. Islam, A. Ahmed, and A.K. Shamsuddin, ”Interactive Digital Learning Materials for Kindergarten Students in Bangladesh”. Int. Conference on System Modeling & Advancement in Research Trends (SMART), November 15-16, 2013. (Awarded for Best Paper).
  24. M.B. Islam, B. Kaliyaperumal, “A Comparison of Feature and Multi Feature-based Intelligent Image Retrieval System”, Global Engineering, Science and Technology Conference (GEST), December 28-29, 2012.

KİTAPLAR

  1. Md Baharul Islam, Masum S. Junayed, and Arezoo, S.. Learning-based Skin Diseases Detection, Segmentation, Recognition and Classification. Artificial Intelligence for Disease Diagnosis and Prognosis in Smart Healthcare. CRC Press (Under Press)
  2. C.H. Tan, M.B. Islam, L.K. Wong, K.L. Low, ”Semantics-Preserving Warping for Stereoscopic Image Retargeting” In: Bräunl T., McCane B., Rivera M., Yu X. (eds) Image and Video Technology. Lecture Notes in Computer Science, vol 9431. Springer, Cham
  3. M.B. Islam, “Image Registration Algorithms: A Comparison”, LAP LAMBERT Academic Publishing, Germany, 2014, ISBN-10: 3659553727, ISBN-13: 978-3659553721
  4. M.K. Islam, M.M. Alam, M.B. Islam, K. Mohiuddin, A.K. Das, M.S. Kaonain. ”An Adaptive Feature Dimensionality Reduction Technique Based on Random Forest on Employee Turnover Prediction Model”. In: Singh M., Gupta P., Tyagi V., Flusser J., Ören T. (eds) Advances in Computing and Data Sciences. Communications in Computer and Information Science (CCIS), vol 906. Springer. Print ISBN: 978-981-13-1812-2, Online ISBN: 978-981-13-1813-9.

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