Publications

M S Junayed, and M B Islam,  "Consistent Video Inpainting using Axial Attention-based Style Transformer", IEEE Transactions on Multimedia, IEEE. DOI: 10.1109/TMM.2022.3222932  [IEEE].

M S Junayed, M B Islam, H Imani, and  T Aydin,  "PDS-Net: A Novel Point and Depth-wise Separable Convolutionbased Network for Real-Time Object Detection and Classification Model", International Journal of Multimedia Information Retrieval, Springer. DOI: 10.1007/s13735-022-00229-6  [Springer].

H Imani, M B Islam, M S Junayed, T Aydin and N Arica,  "Stereoscopic video quality measurement with fine-tuning 3D ResNets", Multimedia Tools and Applications, Springer. DOI: 10.1007/s11042-022-13485-9  [Springer].

M S Junayed, and M B Islam,  "Automated Physical Distance Estimation and Crowd Monitoring Through Surveillance Video", SN Computer Science, Springer. DOI: 10.1007/s42979-022-01480-8  [Springer].

A A Jeny, M B Islam, M S Junayed, and D Das,  "Improving Image Compression with Adjacent Attention and Refinement Block", IEEE Access. DOI: 10.1109/ACCESS.2022.3195295  [IEEE].

M S Junayed, M B Islam, A A Jeny, A  Sadeghzadeh, S Biswas, and AFM S Shah, "ScarNet: Development and Validation of a Novel Deep CNN Model for Acne Scar Classification with New Dataset", IEEE Access. DOI: 10.1109/ACCESS.2021.3138021  [IEEE].

M S Junayed, M B Islam, A Sadeghzadeh, and  S Rahman, " An Automated Cataract Detection System using Deep Learning for Fundus Images",  IEEE Access. DOI: 10.1109/ACCESS.2021.3112938  [IEEE].

M S Junayed, A A Jeny, M B Islam, I Ahmed and  AFM S Shah, "An Efficient End-to-End Deep Neural Network for Interstitial Lung Disease Recognition and Classification",  Turkish Journal of Electrical Engineering and Computer Sciences. DOI: 10.55730/1300-0632.3846  

H Imani, M B Islam, M S Junayed, T Aydin and N Arica "Stereoscopic Video Quality Measurement With Fine-tuning 3D ResNets",  Multimedia Tools and Applications, Springer. [Accepted]. 

 A A Jeny,  M S Junayed, M B Islam, and M Robel,“ Depth Exploration Based Expert System for Acne Disease Classification”, Multimedia Tools and Applications, Springer. [UnderReview] 

H Imani, M B Islam, M S Junayed, "Transfer Learning-based Objective Quality Assessment of Stereoscopic Video",  Pattern Recognition and Image Analysis. [UnderReview].

G Mustafa, I Ahmed, and M S Junayed, "Sentimental Analysis of Social Media data", International Journal of Information Technology and Computer Science (IJITCS), vol 13(2), pp.38-48.   DOI: 10.5815/ijitcs.2021.02.04  [Mecs Press]

M S Junayed, A A Jeny, M T Habib, S Rahman, "Deep Learning Based Approach for Recognition of Local Fish", International Journal of Intelligent Machines and Robotics (IJIMR), DOI: 10.1504/IJIMR.2020.10030951 . [Inderscience]

A Karim, P Biswas, A H Sumaiya, M S  Junayed, and M J Hasan, "A Comparative Study Different Deep Learning Model for Recognition of Handwriting Digits", SSRN Electronic Journal.  DOI: 10.2139/ssrn.3769231  [SSRN].

M S Junayed, M B Islam, and A Sadeghzadeh, "HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model",  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), DOI: 10.1109/CVPRW56347.2022.00569  [CVF/IEEE].

 A A Jeny, M S Junayed,  and M B Islam, "An Efficient End-To-End Image Compression Transformer",  The  29th IEEE International Conference on Image Processing (ICIP 2022), DOI: 10.1109/ICIP46576.2022.9897663  [IEEE].

 M S Junayed, M B Islam, and A Sadeghzadeh, "Deep Covariance Feature and CNN-based End to End Masked Face Recognition",  The  16th IEEE International Conference on Automatic Face and Gesture Recognition 2021 (FG 2021), DOI: 10.1109/FG52635.2021.9667012  [IEEE].

M S Junayed, M B Islam, and N Anjum, "A Transformer-Based Versatile Network for Acne Vulgaris Segmentation",  2022 Innovations in Intelligent Systems and Applications Conference (ASYU 2022), DOI: 10.1109/ASYU56188.2022.9925323  [IEEE].

M S Junayed, and M B Islam, "A Deep-Learning Based Automated Covid-19 Physical Distance Measurement System Using Surveillance Video",  The  4th International Conference on Recent Trends in Image Processing and Pattern Recognition  (RTIP2R 2022), DOI: 10.1007/978-3-031-07005-1_19  [Springer].

A A Jeny, M S Junayed,  and M B Islam, "PoseTED: A Novel Regression-Based Technique for Recognizing Multiple Pose Instances", The 16th International Symposium on Visual Computing (ISVC 2021), San Diego, United States. DOI: 10.1007/978-3-030-90439-5_45 (Springer LNCS)

H Imani, S Zaim M B Islam, and  M S Junayed, "Stereoscopic Video Quality Assessment Using Modified Parallax Attention Module",  The International Symposium for Production Research 2021 (ISPR2021), Antalya, Turkey, Springer Verlag. DOI: 10.1007/978-3-030-90421-0_4 (Springer).

M S Junayed, M B Islam, A Sadeghzadeh, and  T Aydin, "Real-Time YOLO-based Heterogeneous Front Vehicles Detection",  The IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2021), Kocaeli, Turkey. DOI: 10.1109/INISTA52262.2021.9548650  (IEEE Xplore).

A A Jeny,  M S Junayed, M B Islam, H Imani, and  AFM S Shah,  "Machine Vision-based Expert System for Automated Cucumber Diseases Recognition and Classification ", The IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2021), Kocaeli, Turkey. DOI: 10.1109/INISTA52262.2021.9548607  (IEEE Xplore).

M S Junayed, A A Jeny, S T Atik, N Neehal, A Karim, S Azam and B Shanmugam, “AcneNet - A Deep CNN Based Classification Approach for Acne Classes”, 12th International Conference on Information & Communication Technology and System (ICTS), 18-18 July 2019, Surabaya, Indonesia. DOI: 10.1109/ICTS.2019.8850935 (IEEE Xplore)

M S Junayed, A N M Sakib, N Anjum, M B Islam, and  A A Jeny, "EczemaNet: A Deep CNN-based Eczema Diseases Classification",  Fourth IEEE International Conference Image Processing, Applications and Systems (IPAS 2020), Genova, Italy. DOI: 10.1109/IPAS50080.2020.9334929 (IEEE Xplore).

M S Junayed,  N Anjum, A N M Sakib, M B Islam, “A Deep CNN Model for Skin Cancer Detection and Classification”, 29th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2021 (WSCG'2021), Pilsen, Czech Republic, DOI: 10.24132/CSRN.2021.3002.8 (ACM Digital Library)

A A Jeny, A N M Sakib, M S Junayed, I Ahmed, K A Lima, and M B Islam,  "SkNet: A Convolutional Neural Networks Based Classification Approach for Skin Cancer Classes ", The 23th International Conference on Computer and Information Technology (ICCIT 2020), Dhaka, Bangladesh. DOI: 10.1109/ICCIT51783.2020.9392716 (IEEE Xplore).

A. A. Jeny, M S Junayed, I. Ahmed, M. T. Habib and M. R. Rahman, “FoNet - Local Food Recognition Using Deep Residual Neural Networks”,2019 International Conference on Information Technology (ICIT),Bhubaneswar, India, 2019, pp. 184-189. DOI: 10.1109/ICIT48102.2019.00039 (IEEE Xplore)

A A Jeny, MS Junayed, and S T Atik, “PassNet – Country Identification by Classifying Passport Cover using Deep Convolutional Neural Networks”, 21st International Conference on Computer And Information Technology, December 21-23,2018, Dhaka, Bangladesh. DOI: 10.1109/ICCITECHN.2018.8631975 (IEEE Xplore)

M S Junayed, A A Jeny, N Neehal, E Ahmed and S A Hossain, “Incept-N: A Convolutional Neural Network based Classification Approach for Predicting Nationality from Facial Features”, In: Santosh K., Hegadi R. (eds) Recent Trends in Recent Trends in Image Processing and Pattern Recognition. RTIP2R 2018, Communications in Computer and Information Science, vol 1035. Springer, Singapore, DOI: 10.1007/978-981-13-9184-2_41  (Springer CCIS, Q3)

M S Junayed, A A Jeny, N Neehal, S T Atik and S A Hossain,“A Comparative Study of Difference CNN models in City Detection using Landmark Images”, In: Santosh K., Hegadi R. (eds) Recent Trends in Recent Trends in Image Processing and Pattern Recognition. RTIP2R 2018, Communications in Computer and Information Science, vol 1035. Springer, Singapore, DOI: 10.1007/978-981-13-9181-1_48  (Springer CCIS, Q3)

A A Jeny, M S Junayed, S T Atik and S Mahamd, (2020), "A model for identifying Historical landmarks of  Bangladesh from image content using a Depthwise Convolutional Neural Network", In: Abraham A., Cherukuri A., Melin P., Gandhi N. (eds) Intelligent Systems Design and Applications. ISDA 2018 2018. Advances in Intelligent Systems and Computing, vol 940. Springer, Cham, DOI: 10.1007/978-3-030-16657-1_41 (Springer AISC , Q3)

M S Junayed, and M B Islam," Deep Learning-based Expert System for Skin Diseases Detection, Segmentation, Recognition and Classification",  CRC  Book Chapter, USA. [Accepted].