-
Article
Land use land cover classification using Sentinel imagery based on deep learning models
For proper planning of urban infrastructures such as road networks, pipelines, and other linear engineering structures, it is necessary to construct precise land use and land cover maps. Multiple attempts to d...
-
Article
Flood Map** and Damage Assessment using Ensemble Model Approach
Flood is the most frequently occurring and dangerous natural disaster, which leads to loss of human life, economic loss, and agricultural loss. It also has an impact on a variety of services, including health,...
-
Article
An Efficient U-Net Model for Improved Landslide Detection from Satellite Images
Landslides are a dangerous hazard that might have devastating results. Thus, detecting landslides from satellite images can be significant for various governing authorities. In the past, different deep-learnin...
-
Chapter and Conference Paper
Recovering Images Using Image Inpainting Techniques
Image inpainting is the task of reconstructing corrupted images. This challenging task has been tackled by various approaches. Due to recent advancements in image processing techniques more sophisticated appro...
-
Chapter
Performance Analysis of Memory-Efficient Vision Transformers in Brain Tumor Segmentation
Convolutional neural networks are the most in demand solution for computer-aided medical image-segmentation applications and have attained excellent results. In recent years, transformer architectures, convent...
-
Chapter
Medical Image Synthesis Using Generative Adversarial Networks
The diagnostic capabilities in medical imaging domain saw significant improvements triggered by advances in deep learning in the past few years. The ophthalmology analysis of retinal networks gives information...
-
Chapter and Conference Paper
Finding Optimal Path for Gas Pipeline Using GIS and RS
Finding an optimum route for laying natural gas pipelines is a geospatial problem involving decision-making based on the multiple-criterion evaluation technique and computer vision techniques. This study invol...
-
Chapter
Unlocking New Possibilities in Drug Discovery: A GAN-Based Approach
Drug discovery refers to the process of identifying and develo** new chemical compounds, to create medications that can treat or cure diseases. In the process of drug discovery, one of the major obstacles is...
-
Chapter
Early Detection of Diabetic Retinopathy Using Deep Learning
Diabetic retinopathy is a major cause of blindness in diabetic individuals aged 25–65, where lesions on the retina caused by weakened blood vessels can lead to visual loss and even total blindness. Current man...
-
Chapter and Conference Paper
Multi-modality Brain Tumor Segmentation of MRI Images Using ResUnet with Attention Mechanism
Brain tumors occur when abnormal cells grow within the brain. They can put pressure on healthy parts of the brain or spread into those areas. Early and prompt disease detection and diagnosis boost these indivi...
-
Chapter and Conference Paper
Wind Speed at Hub Height (Using Dynamic Wind Shear) and Wind Power Prediction
Prediction of hub-height wind speed with the ground-level (10 m) wind speed is difficult as the wind is chaotic. Several forecasters provide wind speed forecasts, but due to variations in hub heights, conversi...
-
Chapter and Conference Paper
Integration of Machine Learning in the Spatio-Temporal Analysis of Mangrove Forest
Mangroves are an intricate part of the coastal areas (inter-tidal zone). Many biotic and abiotic factors have an impact on the status, health, and functioning of the mangrove ecosystem. Spatial-temporal analys...
-
Chapter and Conference Paper
Flood Damage Detection Using Satellite Images
After a hazardous event such as a hurricane, timely and reliable situational awareness for all intents and purposes is critical to emergency managers and first responders. One of the most fairly effective ways...
-
Chapter and Conference Paper
Land Use Land Cover Classification Using Different ML Algorithms on Sentinel-2 Imagery
Land use land cover analysis is important in many remote sensing applications such as change detection and resource monitoring. It is an efficient means to manage and analyse land transformation. Best machine ...
-
Chapter and Conference Paper
An Intelligent Gas Pipeline Route Alignment System
Pipeline is one of the premier means of transportation for petroleum products. Optimizing the cost, time of construction and environmental considerations for pipeline route, depends on the determination of opt...
-
Chapter and Conference Paper
Acquisition of Inaccessible Geospatial Data
The acquisition of geospatial data from inaccessible areas using conventional methods and man-operated mobile map** system (MMS) is a critical operation. However, autonomous unmanned vehicles may be used for...
-
Chapter and Conference Paper
Distributed Intrusion Detection System for TCP Flood Attack
Nowadays, there is an increase in the number of users to use different web services for various activities such as online shop** and online payment transactions. Currently, most of these web servers are suff...
