Umme Fawzia Rahim, PhD
Assistant Professor, Department of Computer Science and Engineering, DUET, Gazipur
| Mobile: | +8801748107030 |
| Email: | [email protected] |
| Office: | |
| Address: | Office Room # 7003, Syed Nazrul Islam Academic Building (SNIAB), DUET, 1707, Gazipur, Gazipur, Bangladesh |
| Field of interest: | Deep learning , Computer Vision, Applied Artificial Intelligence |
| Field of specialization: | Image-based plant-phenotyping, Object detection, Instance Segmentation, Multi-Object Tracking (MOT) |
Degrees Obtained (Starting from Recent Degrees):
| # | Degree | Institute | Year | Discipline & Field |
|---|---|---|---|---|
| 1 | PhD | Shizuoka University, Japan | 2023 | Information Science and Technology |
| 2 | M.Sc. in Eng. | Shizuoka University, Japan | 2020 | Informatics |
| 3 | B.Sc. in Eng. | Rajshahi University of Engineering and Technology (RUET), Bangladesh | 2012 | Computer Science and Engineering |
| 4 | HSC | Adamjee Cantonment Colleage | 2007 | Science |
| 5 | SSC | Bheramara Secondary Girls' School | 2005 | Science |
Employment Record (Starting from Present Position):
| # | Designation | Institute | Duration |
|---|---|---|---|
| 1 | Assistant Professor | Dhaka University of Engineering & Technology | 2023-08-09 : Continue |
| 2 | Lecturer | Dhaka University of Engineering and Technology (DUET), Gazipur, Bangladesh | 2018-03-22 : 2021-10-08 |
| 3 | Lecturer | IUBAT—International University of Business Agriculture and Technology | 2013-01-26 : 2018-02-28 |
Publications (Journal):
| # | Year | Title | Authors | Event |
|---|---|---|---|---|
| 1 | 2022 | Deep learning-based accurate grapevine inflorescence and flower quantification in unstructured vineyard images acquired using a mobile sensing platform | Umme Fawzia Rahim, Tomoyoshi Utsumi, Hiroshi Mineno | Computers and Electronics in Agriculture |
| 2 | 2020 | Tomato Flower Detection and Counting in Greenhouses Using Faster Region-Based Convolutional Neural Network | Umme Fawzia Rahim and Hiroshi Mineno | Journal of Image and Graphics |
| 3 | 2020 | Data augmentation method for strawberry flower detection in non-structured environment using convolutional object detection networks | Umme Fawzia Rahim and Hiroshi Mineno | Journal of Agricultural and Crop Research |
Publications (Conference):
| # | Year | Title | Authors | Event |
|---|---|---|---|---|
| 1 | 2023 | Automated Grapevine Inflorescence Counting in a Vineyard Using Deep Learning and Multi-object Tracking | Umme Fawzia Rahim; Tomoyoshi Utsumi; Yohei Iwaki; Hiroshi Mineno | 2023 15th International Conference on Computer and Automation Engineering (ICCAE) |
| 2 | 2021 | Highly Accurate Tomato Maturity Recognition: Combining Deep Instance Segmentation, Data Synthesis and Color Analysis | Umme Fawzia Rahim and Hiroshi Mineno | 3rd Asia Digital Image Processing Conference (ADIP 2021) |
| 3 | 2021 | Comparison of grape flower counting using patch-based instance segmentation and density-based estimation with convolutional neural networks | Umme Fawzia Rahim, Tomoyoshi Utsumi, Hiroshi Mineno | International Symposium on Artificial Intelligence and Robotics 2021, 2021, Fukuoka, Japan |
| 4 | 2021 | Comparison of Grape Flower Counting Using Patch-Based Instance Segmentation and Density-Based Estimation with Convolutional Neural Networks | Umme Fawzia Rahim, Tomoyoshi Utsumi and Hiroshi Mineno | The 6th International Symposium on Artificial Intelligence and Robotics 2021 |
Fellowship / Membership of Scientific and Professional Societies:
| # | Type | Organization | Membership Code |
|---|---|---|---|
| 1 | Member | IEEE Student member | 97658500 |
Honors and Awards:
| # | Title | Event | Year |
|---|---|---|---|
| 1 | Excellent Student Award 2020 | Shizuoka University | 2020 |
| 2 | Dean's Award | School of Science and Technology, Shizuoka University | 2023 |