129 citations · 259 across the 23 of their papers we have counts for
10 papers · 1 filter
Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation
Zihao Li, Pan Gao, Hui Yuan +2
Discovering inter-point connection for efficient high-dimensional feature extraction from point coordinate is a key challenge in processing point cloud. Most existing methods focus…
Vision-Based Robust Lane Detection and Tracking under Different Challenging Environmental Conditions
Samia Sultana, Boshir Ahmed, Manoranjan Paul +2
Lane marking detection is fundamental for both advanced driving assistance systems. However, detecting lane is highly challenging when the visibility of a road lane marking is low…
Analysis and prediction of heart stroke from ejection fraction and serum creatinine using LSTM deep learning approach
Md Ershadul Haque, Salah Uddin, Md Ariful Islam +3
The combination of big data and deep learning is a world-shattering technology that can greatly impact any objective if used properly. With the availability of a large volume of he…
Rice Leaf Disease Classification and Detection Using YOLOv5
Md Ershadul Haque, Ashikur Rahman, Iftekhar Junaeid +2
A staple food in more than a hundred nations worldwide is rice (Oryza sativa). The cultivation of rice is vital to global economic growth. However, the main issue facing the agricu…
Efficient Motion Modelling with Variable-sized blocks from Hierarchical Cuboidal Partitioning
Priyabrata Karmakar, Manzur Murshed, Manoranjan Paul +1
Motion modelling with block-based architecture has been widely used in video coding where a frame is divided into fixed-sized blocks that are motion compensated independently. This…
Efficient dynamic point cloud coding using Slice-Wise Segmentation
Faranak Tohidi, Manoranjan Paul, Anwaar Ulhaq
With the fast growth of immersive video sequences, achieving seamless and high-quality compressed 3D content is even more critical. MPEG recently developed a video-based point clou…
Dynamic Point Cloud Compression with Cross-Sectional Approach
Faranak Tohidi, Manoranjan Paul, Anwaar Ulhaq
The recent development of dynamic point clouds has introduced the possibility of mimicking natural reality, and greatly assisting quality of life. However, to broadcast successfull…
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection
Michael Horry, Subrata Chakraborty, Biswajeet Pradhan +5
Lung cancer is the leading cause of cancer death worldwide and a good prognosis depends on early diagnosis. Unfortunately, screening programs for the early diagnosis of lung cancer…
Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring
Michael J. Horry, Subrata Chakraborty, Biswajeet Pradhan +3
The COVID-19 pandemic has inspired unprecedented data collection and computer vision modelling efforts worldwide, focusing on diagnosis and stratification of COVID-19 from medical…
A Practical Blockchain Framework using Image Hashing for Image Authentication
Cameron White, Manoranjan Paul, Subrata Chakraborty
Blockchain is a relatively new technology that can be seen as a decentralised database. Blockchain systems heavily rely on cryptographic hash functions to store their data, which m…