Tasmia Jannat

Hello! I am Tasmia Jannat

Researcher| Teacher| HPC Enthisuastic

About Me

I am a PhD student at Missouri University of Science & Technology, specializing in Processing in Memory (PIM) and High-Performance Computing (HPC). My research focuses on improving memory-efficient indexing and similarity search algorithms for geospatial data structures like R-tree in PIM systems. I completed my MSc and BSc in Computer Science and Engineering (CSE) at Rajshahi University of Engineering & Technology (RUET), where I also served as a lecturer. Prior to my PhD, my research centered on hyperspectral image processing using Deep Learning.

Education

M.Sc. Engineering in Computer Science & Engineering

Rajshahi University of Engineering & Technology
CGPA: 4 (out of 4.00)

B.Sc. Engineering in Computer Science & Engineering

Rajshahi University of Engineering & Technology
CGPA: 3.72 (out of 4.00)
Position: 3rd

Higher Secondary Certificate (H.S.C.)

Agricultural University College, Mymensingh
Group: Science
GPA: 5.00
Board: Dhaka

Secondary School Certificate (S.S.C.)

Krishi Biswabidyalaya High School, Mymensingh
Group: Science
GPA: 5.00
Board: Dhaka.

Skills

sq-sample26 — Programming language

1. C
2. C++
3. Python
4. PHP
5. SQl
6. java

My Work

Publications

Ishrat Zahan Tani, Tasmia Jannat, "Effective Pest Detection by YOLOv5 with BottleneckCSP," 2024 IEEE International Conference on Power, Electrical, Electronics and Industrial Applications (PEEIACON), 2025.
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.
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.
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.
Kazi Mehrab Rashid, Md. Ali Hossain, Tasmia Jannat, Md. Anisur Rahman, "An improved Spectral Analysis based Subspace Detection for Hyperspectral Image Classification," 26th International Conference on Computer and Information Technology (ICCIT), 2023.
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)
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.
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.
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.
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.