On Leave
Lecturer
Computer Science & Engineering
Rajshahi University of Engineering & Technology
Rajshahi University of Engineering & Technology, Rajshahi
Rajshahi University of Engineering & Technology
Agricultural University College, Mymensingh
Krishi Biswabidyalaya High School , Mymensingh
| SL | Authors | Title | Publisher Details | Publication Year | Type |
| 1 | Tasmia Jannat; Md. Ali Hossain | Adapting VGG16 and ResNet50 for Cross-Domain Transfer Learning on Hyperspectral Image | 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) | 2024 | Conference |
| 2 | Md Al Amin Tokder Shoukhin; Tasmia Jannat; Md. Ali Hossain; Nazmul Haque | Bloodstain Classification in Forensic Analysis Using Optimized 3D CNN | 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) | 2024 | Conference |
| 3 | Tasmia Jannat, Md. Ali Hossain, Md Anisur Rahman | An Improved Fusion in Extraction of Local and Global Features for Hyperspectral Image Classification | 26th International Conference on Computer and Information Technology (ICCIT) | 2023 | Conference |
| 4 | Kazi Mehrab Rashid, Md. Ali Hossain, Tasmia Jannat and Md. Anisur Rahman | An improved Spectral Analysis based Subspace Detection for Hyperspectral Image Classification | 26th International Conference on Computer and Information Technology (ICCIT) | 2023 | Conference |
| 5 | Ananta Raha, Farjana Parvin, Tasmia Jannat | Brain Tumor Segmentation with Efficient and Low-Complex Architecture Using RCNN and Modified U-Net | International Conference on Big Data, IoT and Machine Learning (BIM 2023) | 2023 | Book Chapter |
| 6 | Tasmia Jannat; Md. Ali Hossain; Abu Sayeed | An Effective Approach for Hyperspectral Image Classification Based on 3D CNN with Mish Activation Function | 2022 25th International Conference on Computer and Information Technology (ICCIT) | 2022 | Conference |
| 7 | Tasmia Jannat, Abu Sayeed | Dimension Reduction using Unsupervised PCA and Supervised LDA and 3D CNN for Classification of Hyperspectral Image | International Conference on Engineering Research, Innovation and Education (ICERIE) | 2021 | Conference |
| 8 | Tasmia Jannat, Abu Sayeed, Shafia Afrin | Supervised Linear Discriminant Analysis for Dimension Reduction and Hyperspectral Image Classification Method Based on 2D–3D CNN | The International Conference on Automation, Control and Mechatronics for Industry 4.0 | 2021 | Conference |
| 9 | Tasmia Jannat, Abu Sayeed | Dimension Reduction Using Supervised LDA and Unsupervised PCA and 3D CNN for Classification of Hyperspectral Image | Journal of Engineering Research, Innovation and Education | 2021 | Journal |
| Phd Students | |||
| Id | Name | Thesis work | Current Position |
| Masters Students | |||
| Id | Name | Thesis work | Current Position |
| Undergraduate Students | |||
| Id | Name | Thesis work | Current Position |
| 17030146 | Nazmul Hossain Anik | Vehicle Detection Using YOLOv5 Models | Graduate |
| 1703123 | Bushra Oyshi | Improving Blockchain Storage Efficiency using Snapshot-based Data Management | Graduate |
| 1703054 | A. B. M. Siddiqur Rahman | Plant Leaf Disease Identification Using Transfer Learning and Ensemble Learning Techniques | Graduate |
| 1803031 | Ashraful Alam | Hyperspectral Image Classification Using Dual Channel 3D Generative Adversarial Network | Student |
| 1803054 | Tasnia Haque | Enhanced Brain Tumor Classification Using Hybrid CNN-Random Forest Methodology | Graduate |
| 1803077 | Samia Islam Safa | Attention Based VGG16 for Hyperspectral Image Classification | Graduate |
| 1803078 | Alamin Tokder Shoukhin | Bloodstain Classification in Forensic Analysis Using Optimized 3D CNN | Graduate |
| 1803128 | Ishrat Jahan Tani | Effective Pest Detection by YOLOv5 with BottleneckCSP | Graduate |
| 1803163 | Srabonti Deb | Enhanced Deepfake Detecon and Localizaon via 3D CNN Batch Processing of Time Series Frames with Specialized Feature Mapping | Graduate |
| Activity | Description |
|---|---|
| Workshop |
OBE Outcome-Based Learning Towards Accreditation Organized By: Dept of Electrical and Electronic Engineering, RUET |
| Training |
Foundation Training on Teaching-Learning Organized By: Institutional Quality Assurance Cell (IQAC), RUET |
| Conferences |
1. 2022 25th International Conference on Computer and Information Technology (ICCIT), Coxâs Bazar, Bangladesh 2. 6th International Conference on Engineering Research, Innovation and Education (ICERIE 2021), Sylhet 3. 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI) |