Profile

Tasmia Jannat

তাসমিয়া জান্নাত

Lecturer

  •  Room No:  110
  •  Phone:   880-1689182329 , 880-1308543354
  •  Email:   jannat22tasmia@gmail.com
  • jannat22tasmia@cse.ruet.ac.bd
Field of Research
  •  Hyperspectral Image Processing
  •  Machine Learning
  •  Transfer Learning
  •  Deep Learning

  •  First Joined: 12th Dec, 2021
  •      Dept. of Computer Science & Engineering

Position

Education

Book / Book Chapter
0
Journal Articles
1
Conference Papers
6
SL Authors Title Publisher Details Publication Year Type
1 Tasmia Jannat, Md. Ali Hossain, Md Anisur Rahman An Improved Fusion in Extraction of Local and Global Features for Hyperspectral Image Classification In the proceedings of 26th International Conference on Computer and Information Technology (ICCIT) 2023 Conference
2 Kazi Mehrab Rashid, Md. Ali Hossain, Tasmia Jannat and Md. Anisur Rahman An improved Spectral Analysis based Subspace Detection for Hyperspectral Image Classification In the proceedings of 26th International Conference on Computer and Information Technology (ICCIT) 2023 Conference
3 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 Conference
4 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
5 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
6 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
7 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
  •  Student Adviser, Section C , 2021-22 Session
  •  Instructor of ITEE Training
  •  Member Consultant, Sarda Police Academy LED monitor inspection
  •  Member Consultant, Rajshahi Water Supply and Sewerage Authority (RWASA)
  •  Member, Certificate & Crest Preparation Sub-Committe, ICECTE 2022
Phd Students
IdNameThesis workCurrent Position
Masters Students
IdNameThesis workCurrent Position
Undergraduate Students
IdNameThesis workCurrent Position
17030146Nazmul Hossain AnikVehicle Detection Using YOLOv5 ModelsGraduate
1703123Bushra OyshiImproving Blockchain Storage Efficiency using Snapshot-based Data ManagementGraduate
1703054A. B. M. Siddiqur RahmanPlant Leaf Disease Identification Using Transfer Learning and Ensemble Learning TechniquesGraduate
1803031Ashraful AlamIntegrating Deep Learning and Attention Mechanisms for Enhanced HSI ClassificationStudent
1803054Tasnia HaqueClassification of Brain Tumors from MRI Images Using Deep Learning ApproachStudent
1803077Samia Islam SafaAttention Based VGG16 for Hyperspectral Image ClassificationStudent
1803078Alamin Tokder ShoukhinBloodstain Hyperspectral Image Classification Using Hybrid CNNStudent
1803128Ishrat Jahan TaniLIME for YOLOv8: Enhanced Explainability of Object DetectionStudent
1803163Srabonti DebEnhanced Deepfake Detecon and Localizaon via 3D CNN Batch Processing of Time Series Frames with Specialized Feature MappingStudent
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), Cox’s 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)