Sabbir Ahmed, Md. Bakhtiar Hasan, Tasnim Ahmed, Md. Redwan Karim Sony et al.
To ensure global food security and the overall profit of stakeholders, the importance of correctly detecting and classifying plant diseases is paramount. In this connection, the emergence of deep learning-based image classification has introduced a substantial number of solutions. However, the appli...
Mohammed Ateeq Alanezi, Mohammad Shoaib Shahriar, Md. Bakhtiar Hasan, Sabbir Ahmed et al.
The ease of use and advancements in drone technology is resulting in the widespread application of Unmanned Aerial Vehicles (UAVs) to diverse fields, making it a booming technology. Among UAVs’ several applications, livestock agriculture is one of the most promising, where UAVs facilitate various op...
Mohsinul Kabir, Tasnim Ahmed, Md. Bakhtiar Hasan, Md Tahmid Rahman Laskar et al.
Mental health research through data-driven methods has been hindered by a lack of standard typology and scarcity of adequate data. In this study, we leverage the clinical articulation of depression to build a typology for social media texts for detecting the severity of depression. It emulates the s...
Raian Rahman, Zadid Bin Azad, Md. Bakhtiar Hasan
Vehicular object detection is the heart of any intelligent traffic system. It is essential for urban traffic management. R-CNN, Fast R-CNN, Faster R-CNN and YOLO were some of the earlier state-of-the-art models. Region based CNN methods have the problem of higher inference time which makes it unreal...
Asif Rahman, Md. Bakhtiar Hasan, Sabbir Ahmed, Tasnim Ahmed et al.
Handwritten Digit Recognition (HDR) is one of the most challenging tasks in the domain of Optical Character Recognition (OCR). Irrespective of language, there are some inherent challenges of HDR, which mostly arise due to the variations in writing styles across individuals, writing medium and enviro...
Md. Nazmul Huda, Moin Uddin Ahmed, Md. Bakhtiar Uddin, Md. Kamrul Hasan et al.
Sexually transmitted infections (STI) symptoms (e.g., abnormal genital discharge and genital sores/ulcers) are a major public health concern in Bangladesh because the symptoms can indicate an STI and cause sexual and reproductive health complications in women of reproductive age. To our knowledge, n...
Md. Hamjajul Ashmafee, Tasnim Ahmed, Sabbir Ahmed, Md. Bakhtiar Hasan et al.
Correct identification and categorization of plant diseases are crucial for ensuring the safety of the global food supply and the overall financial success of stakeholders. In this regard, a wide range of solutions has been made available by in-troducing deep learning-based classification systems fo...
Md. Bakhtiar Hasan, Tasnim Ahmed, Sabbir Ahmed, Md. Hasanul Kabir
Gait recognition is becoming one of the promising methods for biometric authentication owing to its self-effacing nature. Contemporary approaches of joint position-based gait recognition generally model gait features using spatio-temporal graphs which are often prone to overfitting. To incorporate l...
Akib Mohammed Khan, Alif Ashrafee, Fahim Shahriar Khan, Md. Bakhtiar Hasan et al.
Manually inspecting polyps from a colonoscopy for colorectal cancer or performing a biopsy on skin lesions for skin cancer are time-consuming, laborious, and complex procedures. Automatic medical image segmentation aims to expedite this diagnosis process. However, numerous challenges exist due to si...
Shafkat Farabi, Hasibul Haque Himel, Fakhruddin Gazzali, Md. Bakhtiar Hasan et al.
Action quality assessment (AQA) aims at automatically judging human action based on a video of the said action and assigning a performance score to it. The majority of works in the existing literature on AQA divide RGB videos into short clips, transform these clips to higher-level representations us...
Zahra Bakhtiar Khalid, Md. Hasib Ullah, Razu Ahmed, Zakir Hasan Choudhury et al.
The basis of this project is to create an electrical pole climbing robot which can be used to reduce the risk of an electrician to connect the distribution lines for supplying purposes. Pole climbing robot, nowadays, is a very common and interesting idea, which mainly works by connecting the distrib...
Tasnim Ahmed, Md. Bakhtiar Hasan, Sabbir Ahmed, Md. Hasanul Kabir
Potato cultivation faces significant harvest loss from several diseases, emphasizing the importance of early and accurate disease detection. Analyzing potato leaf images using computer vision tools and machine learning algorithms offers a promising way for early disease identification and continuous...
Md. Bakhtiar Hasan, Tasnim Ahmed, Md. Hasanul Kabir
Biometric authentication using gait has become a promising field due to its unobtrusive nature. Recent approaches in model-based gait recognition techniques utilize spatio-temporal graphs for the elegant extraction of gait features. However, existing methods often rely on multi-scale operators for e...
Suvro Biswas, Mohasana Akter Mita, Shamima Afrose, Md. Robiul Hasan et al.
Male infertility is significantly influenced by the plasma-protein sex hormone-binding globulin (SHBG). Male infertility, erectile dysfunction, prostate cancer, and several other male reproductive system diseases are all caused by reduced testosterone bioavailability due to its binding to SHBG. In t...
Sabbir Ahmed, Md. Bakhtiar Hasan, Tasnim Ahmed, Md. Hasanul Kabir