Search Results - "Jabid, Taskeed"

SolNet: A Convolutional Neural Network for Detecting Dust on Solar Panels by Onim, Md Saif Hassan, Sakif, Zubayar Mahatab Md, Ahnaf, Adil, Kabir, Ahsan, Azad, Abul Kalam, Oo, Amanullah Maung Than, Afreen, Rafina, Hridy, Sumaita Tanjim, Hossain, Mahtab, Jabid, Taskeed, Ali, Md Sawkat

“…Electricity production from photovoltaic (PV) systems has accelerated in the last few decades. Numerous environmental factors, particularly the buildup of dust…”
Get full text

MangoLeafBD: A comprehensive image dataset to classify diseased and healthy mango leaves by Ahmed, Sarder Iftekhar, Ibrahim, Muhammad, Nadim, Md, Rahman, Md. Mizanur, Shejunti, Maria Mehjabin, Jabid, Taskeed, Ali, Md. Sawkat

“…Agriculture is one of the few remaining sectors that is yet to receive proper attention from the machine learning community. The importance of datasets in the…”
Get full text

iBRF: Improved Balanced Random Forest Classifier by Newaz, Asif, Mohosheu, Md. Salman, Noman, Md. Abdullah Al, Jabid, Taskeed

“…Class imbalance poses a major challenge in different classification tasks, which is a frequently occurring scenario in many real-world applications. Data…”
Get full text

Transforming agri-food value chains in Bangladesh: A practical application of blockchain for traceability and fair pricing by Rashid, Mohammad Rifat Ahmmad, Hasan, Mahamudul, Islam, Md Ariful, Tasnim, Syeda Tasfia, Taifa, Rawnak Jahan, Mahbub, Sraboni, Mansoor, Nafees, Ali, Md Sawkat, Jabid, Taskeed, Islam, Maheen, Islam, Mohammad Manzurul

“…The agricultural sector is a vital component of Bangladesh's economy, but its agri-food supply chain faces signifi-cant inefficiencies primarily due to the…”
Get full text

Design of a real-time crime monitoring system using deep learning techniques by Mukto, Md. Muktadir, Hasan, Mahamudul, Al Mahmud, Md. Maiyaz, Haque, Ikramul, Ahmed, Md. Ahsan, Jabid, Taskeed, Ali, Md. Sawkat, Ahmmad Rashid, Mohammad Rifat, Manzurul Islam, Mohammad, Islam, Maheen

“…Criminal Activities and Crime Monitoring System has long been a research topic. In this paper, we propose an effective Crime Monitoring System (CMS) that can…”
Get full text

ArsenicSkinImageBD: A comprehensive image dataset to classify affected and healthy skin of arsenic-affected people by Emu, Ismot Ara, Niloy, Nishat Tasnim, Karim, Bhuyan Md Anowarul, Chowdhury, Anindya, Johora, Fatema Tuj, Hasan, Mahamudul, Mittra, Tanni, Rashid, Mohammad Rifat Ahmmad, Jabid, Taskeed, Islam, Maheen, Ali, Md. Sawkat

“…Compared to other popular research domains, dermatology got less attention among machine learning researchers. One of the main concerns for this problem is an…”
Get full text

LeafNet: A proficient convolutional neural network for detecting seven prominent mango leaf diseases by Rizvee, Redwan Ahmed, Orpa, Tasnim Hossain, Ahnaf, Adil, Kabir, Md Ahsan, Ahmmad Rashid, Mohammad Rifat, Islam, Mohammad Manzurul, Islam, Maheen, Jabid, Taskeed, Ali, Md Sawkat

“…Fruit production plays a significant role in meeting nutritional needs and contributing to the lessening of the global food crisis. Plant diseases are quite a…”
Get full text

CottonFabricImageBD: An image dataset characterized by the percentage of cotton in a fabric for computer vision-based garment recycling by Niloy, Nishat Tasnim, Ahmed, Md. Rayhan, Ananna, Sinthia Sarkar, Kater, Sanjida, Shorna, Iffat Jahan, Sneha, Sadika Islam, Ferdaus, Md. Hasanul, Islam, Mohammad Manzurul, Rashid, Mohammad Rifat Ahmmad, Jabid, Taskeed, Ali, Md. Sawkat

“…The utilization of computer vision techniques has significantly enhanced the automation processes across various industries, including textile manufacturing,…”
Get full text

Facial Expression Recognition Using Local Transitional Pattern on Gabor Filtered Facial Images by Ahsan, Tanveer, Jabid, Taskeed, Chong, Ui-Pil

“…Automatic facial expression analysis plays a major role in catching emotional state of a human being and can be effectively used in the field of human-computer…”
Get full text

Pol II promoter prediction using characteristic 4-mer motifs: a machine learning approach by Anwar, Firoz, Baker, Syed Murtuza, Jabid, Taskeed, Mehedi Hasan, Md, Shoyaib, Mohammad, Khan, Haseena, Walshe, Ray

“…Eukaryotic promoter prediction using computational analysis techniques is one of the most difficult jobs in computational genomics that is essential for…”
Get full text

Local Directional Pattern (LDP) for face recognition by Jabid, T., Kabir, M.H., Oksam Chae

“…This paper presents a novel local feature descriptor, the local directional pattern (LDP), for recognizing human face. A LDP feature is obtained by computing…”
Get full text

A comprehensive dataset of rice field weed detection from Bangladesh by Ali, Md Sawkat, Rashid, Mohammad Rifat Ahmmad, Hossain, Tasnim, Kabir, Md Ahsan, Kamrul, Md, Aumy, Sayam Hossain Bhuiyan, Mridha, Mehedi Hasan, Sajeeb, Imam Hossain, Islam, Mohammad Manzurul, Jabid, Taskeed

“…In agricultural research, particularly concerning rice cultivation, the presence of weeds within rice fields is acknowledged as a significant contributor to…”
Get full text

Gender Classification Using Local Directional Pattern (LDP) by Jabid, Taskeed, Hasanul Kabir, Md, Oksam Chae

“…In this paper, we present a novel texture descriptor Local Directional Pattern (LDP) to represent facial image for gender classification. The face area is…”
Get full text

Facial expression recognition using Local Directional Pattern (LDP) by Jabid, T, Kabir, M H, Chae, O

“…A robust face descriptor is an essential component for a good facial expression recognition system. In this paper, we analyze the performance of a new feature…”
Get full text

iCost: A Novel Instance Complexity Based Cost-Sensitive Learning Framework by Newaz, Asif, Adib, Asif Ur Rahman, Jabid, Taskeed

“…Class imbalance in data presents significant challenges for classification tasks. It is fairly common and requires careful handling to obtain desirable…”
Get full text

Image Recognition with Deep Learning by Islam, Md Tohidul, Karim Siddique, B.M. Nafiz, Rahman, Sagidur, Jabid, Taskeed

“…Image recognition is one of the most important fields of image processing and computer vision. Food image classification is an unique branch of image…”
Get full text

Discriminative Directional Texture and Color for Robust Target Tracking by Murshed, Mahbub, Jabid, Taskeed, Zahid Ishraque, S. M.

“…An efficient algorithm is proposed that enhances the traditional mean-shift color histogram based object tracking approaches. We propose prominent local…”
Get full text

iBRF: Improved Balanced Random Forest Classifier by Newaz, Asif, Mohosheu, Md. Salman, Noman, MD. Abdullah al, Jabid, Taskeed

“…Class imbalance poses a major challenge in different classification tasks, which is a frequently occurring scenario in many real-world applications. Data…”
Get full text

Food Image Classification with Convolutional Neural Network by Islam, Md Tohidul, Karim Siddique, B.M. Nafiz, Rahman, Sagidur, Jabid, Taskeed

“…In our paper we tried to classify food images using convolutional neural network. Convolutional neural network extracts spatial features from images so it is…”
Get full text

A Comprehensive Evaluation of Sampling Techniques in Addressing Class Imbalance Across Diverse Datasets by Mohosheu, Md. Salman, al Noman, MD. Abdullah, Newaz, Asif, Al-Amin, Jabid, Taskeed

“…Class imbalance is a frequently occurring issue in predictive modeling. Learning from imbalanced data is a challenging task that has attracted much interest…”
Get full text