Md. Biddut hossain - Publications

SCI(E) Journal Papers:

[J12] FMF Hossain, H.-Y Wu, S.M. Imtiaz, M.B. Hossain, T. Amgalan, R.K. Shinde, K.-C. Kwon, H.-E. Kim, K.-H. Yoo, N. Kim "U2-Net-Combined End-to-End Unsupervised Learning Method for Implementing Accurate Computer-Generated Phase-Only Hologram", IEEE Access 2025, DOI: 10.1109/ACCESS.2025.3538978 (IF: 3.4)

[J11] R.K. Shinde, M.B. Hossain, S.N.R. Rizvi, S.M. Imtiaz, K.-C. Kwon, and N. Kim “DermSegNet: smart IoT model for multi-class dermatological lesion diagnosis using adaptive segmentation and improved EfficientNetB3”, Applied Intelligence 2024, DOI: https://doi.org/10.1007/s10489-024-05520-z (IF: 5.3)

[J10] M.B. Hossain, R.K. Shinde, S.M. Imtiaz, FMF Hossain, S.-H. Jeon, K.-C. Kwon, and N. Kim “Swin Transformer and the Unet Architecture to Correct Motion Artifacts in Magnetic Resonance Image Reconstruction”, International Journal of Biomedical Imaging 2024, DOI: https://doi.org/10.1155/2024/8972980 (IF: 7.6)

[J9] M.B. Hossain, R.K. Shinde, S. Oh, K.-C. Kwon, and N. Kim “A systematic review and identification of the challenges of deep learning techniques for undersampled magnetic resonance image reconstruction”, Sensors 2024, 24(3), pp. 753, DOI: https://doi.org/10.3390/s24030753 (IF: 3.9)

[J8] M.B. Hossain, K.-C. Kwon, R.K. Shinde, S.M. Imtiaz, and N. Kim “A hybrid residual attention convolutional neural network for compressed sensing magnetic resonance image reconstruction”, Diagnostics 2023, 13, 7, pp. 1306, DOI: https://doi.org/10.3390/diagnostics13071306 (IF: 3.6)

[J7] M.B. Hossain, K.-C. Kwon, S.M. Imtiaz, O.-S. Nam, S.-H. Jeon, and N. Kim “De-aliasing and accelerated sparse magnetic resonance image reconstruction using fully dense CNN with attention gates”, Bioengineering 2023, 10, 22, DOI: https://doi.org/10.3390/bioengineering10010022 (IF: 4.6)

[J6] S.M. Imtiaz, K.-C. Kwon, F.M.F. Hossain, M.B. Hossain, R.K. Shinde, S.-K. Gil, and N. Kim, “Enhanced 3D point cloud reconstruction for light field microscopy using U-net-based CNNs”, Computer Systems Science and Engineering, 2023, 47(3), pp. 2921-2937, DOI:10.32604/csse.2023.040205 (IF: 2.2) [Link].

[J5] R.K. Shinde, M.S. Alam, M.B. Hossain, S.M. Imtiaz, J. Kim, A.A. Padwal, and N. Kim, “Squeeze-MNet: Precise skin cancer detection model for low computing IoT devices using transfer learning”, Cancers 2023, 15, 12, DOI: 10.3390/cancers15010012 (IF: 5.2) [Link].

[J4] S.M. Imtiaz, K.-C. Kwon, M.B. Hossain, M.S. Alam, S.-H. Jeon, and N. Kim, “Depth estimation for integral imaging microscopy using a 3D–2D CNN with a weighted median filter”, Sensors 2022, 22, pp.5288, DOI: 10.3390/s22145288 (IF: 3.9) [Link].

[J3] M.S. Alam, K.-C. Kwon, S.M. Imtiaz, M.B. Hossain, B.-G. Kang, and N. Kim, “TARNet: An efficient and lightweight trajectory-based air-writing recognition model using a CNN and LSTM network”, Human Behavior and Emerging Technologies 2022, vol. 2022, Article ID 6063779, DOI: 10.1155/1970/6063779 (IF: 10.3) [Link].

[J2] S.M. Imtiaz, K.-C. Kwon, M.S. Alam, M.B. Hossain, N. Changsup, and N. Kim, “Identification and correction of microlens-array error in an integral-imaging-microscopy system”, Current Optics and Photonics 2021, 5(5), pp.524-531, DOI: 10.3807/COPP.2021.5.5.524. (IF: 0.879) [Link].

[J1] M.A. Hossain, M.B. Hossain, M.S. Uddin, S.M. Imtiaz, "Performance analysis of different cryptography algorithms", International Journal of Advanced Research in Computer Science and Software Engineering 2016, 6(3). [Link]

Domestic patent (Korean)

[P3] C. Jeong and M.B. Hossain, "Method and Apparatus for Detecting User Actions in Computer Systems," Application number: IP-2024-290-KR.

[P2] N. N.Kim, K.-C. Kwon, and M.B. Hossain, "A hybrid residual attention convolutional neural network for compressed sensing magnetic resonance image reconstruction," Application number: 10-2023-0132467.

[P1] N. Kim, K.-C. Kwon, and M.B. Hossain, "De-aliasing and accelerated sparse magnetic resonance image reconstruction using fully dense CNN with attention gates," Application number: 10-2022-0158915.

Conference Papers:

[C25] FMF. Hossain, S.M Imtiaz, M.B. Hossain, H.-Y. Wu, T. Amgalan, K.-C. Kwon, and N. Kim, “YOLOv3 contingent depth map generation from light field data”, in the 24th International Meeting on Information Display, Jeju, South Korea, August 2024.

[C24] T. Amgalan, M.B. Hossain, S.-K. Gil, and N. Kim, “Advanced layering method for real-world object-based holographic display using integrated depth-position map”, in the "Practical Holography XXXVIII: Displays, Materials, and Applications"; San Francisco, California, United States, DOI: https://doi.org/10.1117/12.3002267, March 2024.

[C23] M.B. Hossain, N. Darkhanbaatar, E. Dashdavaa, R. Shinde, FMF. Hossain, JR Jeong, and N. Kim, “Dual residual attention convolutional neural network for sparsely sampled magnetic resonance image reconstruction”, in the 23rd International Meeting on Information Display, Busan, South Korea, August 2023.

[C22] R.K. Shinde, J.H. Kim, O.-S. Nam, K.-C. Kwon, M.B. Hossain, K.-Y. Lee, N. Kim, "Dermnet Dataset Optimization Strategy for Effective Classification", in the 23rd International Meeting on Information Display (IMID), Busan, South Korea, August 2023.

[C21] FMF. Hossain, T.Amgalan, S.M Imtiaz, H.-Y. Wu, M.B. Hossain, S.-H. Jeon, N. Kim, Enhancement of Computer-Generated Hologram from Phase Propagation Method using Transformer based U-net Architecture", 23rd International Meeting on Information Display (IMID), Busan, South Korea, August 2023.

[C20] T. Amgalan, E. Dashdavaa, FMF. Hossain, R.K. Shinde, M.B. Hossain, H.-Y. Wu, S.-H. Jeon, Nam-Kim, "High-Quality Hologram Generation Based on Advanced Layering Approach and Deep Neural Network for Holographic Display", Optica Imaging Congress, Boston, Massachusetts United States, August 2023.

[C19] A. Khuderchuluun, M.B. Hossain, H Kang, S Jeon, N. Kim,“Qualified single-image depth estimation-based content generation for full-color holographic printing system”, in the 12th International Symposium on Display Holography (ISDH), Seoul, South Korea, June 2023.

[C18] FMF. Hossain, S.M. Imtiaz, M.B. Hossain, T. Amgalan, SH Jeon, N. Kim, "Phase propagation method for optimizing computer-generated hologram quality combining transformer-based U-net,” in the 30th Conference on Optoelectronics and Optical Communications, Busan, South Korea, May 2023.

[C17] N. Darkhanbaatar, S.M Imtiaz, M.B. Hossain, H.-Y. Wu, C.-W. Shin, J.-R. Jeong, S.G. Park, N. Kim, " Fill factor analysis of holographic micromirror array for 3D augmented-reality system," Proceedings Volume 12449, Optical Architectures for Displays and Sensing in Augmented, Virtual, and Mixed Reality IV; 1244920, San Francisco, California, United States, January 2023.

[C16] E. Dashdavaa, S.M Imtiaz, M.B. Hossain, H.-Y. Wu, H. Kang, J.-R. Jeong, N. Kim, "Holographic optical element (HOE) recording technique for see-through AR-NED display using holographic printing, Digital Holography and Three-Dimensional Imaging, Cambridge United Kingdom, August 2022.

[C15] M.B. Hossain, J.H. Kim, O.S. Nam, T. Amgalan, S.M. Imtiaz, and N. Kim, “End To End Generative Adversarial Networks for Accelerated Magnetic Resonance Image Reconstruction," in the 22nd International Meeting on Information Display, Busan, South Korea, August 2022.

[C14] S.M Imtiaz, A. Khuderchuluun, M.-U. Erdenebat, K.-C. Kwon, M.B. Hossain, N. Kim, "Three-dimensional display system for an integral imaging microscope using a deep neural network and augmented reality", 22nd International Meeting on Information Display (IMID), Busan, South Korea, August 2022.

[C13] M.B. Hossain, T. Amgalan, S.M. Imtiaz, R. Shindae, KY Lee, and N. Kim, “Accelerated magnetic resonance image reconstruction using Swin transformer and Unet," in the Optics and Photonics Congress, Busan, South Korea, July 2022.

[C12] S.M Imtiaz, O.-S. Nam, H. Kim, M.B. Hossain, S.-H. Jeon, N. Kim, "Occlusion-aware depth estimation for integral imaging microscopy system using a deep-learning method", Optics and Photonics Congress 2022 (OPC 2022), Jeju, South Korea, July 2022.

[C11] M.B. Hossain, T. Amgalan, S.M Imtiaz, N. Kim, "Accelerated MR image reconstruction using convolutional neural network removing aliasing and blurring artifacts", Information and Communication Equipment Association Wireless Communication Equipment Research Group, Hanyang University, South Korea, June 2022.

[C10] M.B. Hossain, J.H. Kim, O.S. Nam, R. Shindae, S.M. Imtiaz, S.H. Jeon, and N. Kim, “Accelerated magnetic resonance image reconstruction from under-sampled k-space data using convolutional neural networks”, in the 29th Conference on Optoelectronics and Optical Communication (COOC 2022), Busan, South Korea, May 2022.

[C9] S.M Imtiaz, A. Khuderchuluun, M.-U. Erdenebat, K.-C. Kwon, M.B. Hossain, K. Hoonjon, N. Kim, "Deep learning-based depth estimation technique for integral imaging microscopy system", in the 29th Conference On Optoelectronics And Optical Communications, Busan, South Korea, May 2022.

[C8] D. Nyamsuren, M.-U. Erdenebat, M.S. Alam, M.B. Hossain, S.-K. Gil, J.-R. Jeong, N. Kim, "Full-color 3D image for holographic waveguide-type AR system using optical elements", Practical Holography XXXVI: Displays, Materials, and Applications, San Francisco, California, United States, DOI: https://doi.org/10.1117/12.2610427, March 2022.

[C7] M.B. Hossain, S.M. Imtiaz, M.S. Alam, R.K. Shinde, K.Y. Lee, S.G. Park, and N. Kim, “Dual-domain MRI reconstruction using CNN-GAN networks removing aliasing and blurring artifacts”, Photonics Conference, Pyeongchang, South Korea, December 2021.

[C6] S.M. Imtiaz, K.-C. Kwon, M. B. Hossain, N. Darkhanbaatar, O.S. Nam, R. Shinde, C.W. Shin, H. Kang, S.H. Jeon, and N. Kim, “Microlens Array Rotational Error Calibration Method for Integral Imaging Microscopy System”, SPIE Advanced Biophotonics Conference (SPIE ABC), Busan, South Korea, November 2021.

[C5] M.S. Alam, K.-C. Kwon, S.M Imtiaz, M.B. Hossain, R.K. Shinde, J.H. Kim, N. Kim, "Air-writing recognition using a fusion CNN-LSTM neural network", 8th International Conference on Electronics, Electrical Engineering, Computer Science: Innovation and Convergence, Jeju, South Korea, September 2021.

[C4] M.S. Alam, M.-U. Erdenebat, J.K. Jung, J.H. Kim, M.B. Hossain, S.-K. Gil, N. Kim, "Three-dimensional head tracking based interactive light field display system using a movable camera array", 28th Conference on Optoelectronics and Optical Communications, Busan, South Korea, August 2021.

[C3] M.S. Alam, S.M. Imtiaz, M.B. Hossain, and N. Kim, “Touchless user interactive high-resolution light field display system using a three-dimensional tracking camera," in the 21st International Meeting on Information Display, Busan, South Korea, June 2021.

[C2] MS Islam, M.B. Hossain, and MT Reza, “Heterogeneous techniques for identification of lung cancer," in the International Conference on Materials, Energy, Environment and Engineering (2020), Jashore, Bangladesh.

[C1] MT Reza. M.B. Hossain, and MS Islam, “Cloud desktop-based ICT cell: An application of virtual desktop infrastructure (cloud computing)”, in the International Conference on Materials, Energy, Environment and Engineering (ICMEEE-2020), Jashore, Bangladesh.

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