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18 papers · 1 filter
ForCM: Forest Cover Mapping from Multispectral Sentinel-2 Image by Integrating Deep Learning with Object-Based Image Analysis
Maisha Haque, Israt Jahan Ayshi, Sadaf M. Anis +8
This research proposes "ForCM", a novel approach to forest cover mapping that combines Object-Based Image Analysis (OBIA) with Deep Learning (DL) using multispectral Sentinel-2 ima…
A Novel Image Similarity Metric for Scene Composition Structure
Md Redwanul Haque, Manzur Murshed, Manoranjan Paul +1
The rapid advancement of generative AI models necessitates novel methods for evaluating image quality that extend beyond human perception. A critical concern for these models is th…
HOTA: Hierarchical Overlap-Tiling Aggregation for Large-Area 3D Flood Mapping
Wenfeng Jia, Bin Liang, Yuxi Lu +3
Floods are among the most frequent natural hazards and cause significant social and economic damage. Timely, large-scale information on flood extent and depth is essential for disa…
A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping
Wenfeng Jia, Bin Liang, Yuxi Liu +2
Flooding remains a major global challenge, worsened by climate change and urbanization, demanding advanced solutions for effective disaster management. While traditional 2D flood m…
A Systematic Review of Machine Learning Techniques for Cattle Identification: Datasets, Methods and Future Directions
Md Ekramul Hossain, Muhammad Ashad Kabir, Lihong Zheng +3
Increased biosecurity and food safety requirements may increase demand for efficient traceability and identification systems of livestock in the supply chain. The advanced technolo…
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…