4 citations · 9 across the 10 of their papers we have counts for
10 papers
Multi-Fidelity Emulation of Atmospheric Correction Coefficients with Physics-Guided Kolmogorov-Arnold Networks
Md Abdullah Al Mazid, Naphtali Rishe
Atmospheric correction is a critical preprocessing step in optical remote sensing, but repeated high-fidelity radiative transfer simulations remain computationally expensive for de…
MSCloudCAM: Multi-Scale Context Adaptation with Convolutional Cross-Attention for Multispectral Cloud Segmentation
Md Abdullah Al Mazid, Liangdong Deng, Naphtali Rishe
Clouds remain a major obstacle in optical satellite imaging, limiting accurate environmental and climate analysis. To address the strong spectral variability and the large scale di…
Discrete Wavelet Transform as a Facilitator for Expressive Latent Space Representation in Variational Autoencoders in Satellite Imagery
Arpan Mahara, Md Rezaul Karim Khan, Naphtali Rishe +2
Latent Diffusion Models (LDM), a subclass of diffusion models, mitigate the computational complexity of pixel-space diffusion by operating within a compressed latent space construc…
Methods and Trends in Detecting AI-Generated Images: A Comprehensive Review
Arpan Mahara, Naphtali Rishe
The proliferation of generative models, such as Generative Adversarial Networks (GANs), Diffusion Models, and Variational Autoencoders (VAEs), has enabled the synthesis of high-qua…
Evaluating Neural Networks for Early Maritime Threat Detection
Dhanush Tella, Chandra Teja Tiriveedhi, Naphtali Rishe +2
We consider the task of classifying trajectories of boat activities as a proxy for assessing maritime threats. Previous approaches have considered entropy-based metrics for cluster…
Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+
Arpan Mahara, Md Rezaul Karim Khan, Naphtali D. Rishe +2
Road Extraction is a sub-domain of Remote Sensing applications; it is a subject of extensive and ongoing research. The procedure of automatically extracting roads from satellite im…
The Dawn of KAN in Image-to-Image (I2I) Translation: Integrating Kolmogorov-Arnold Networks with GANs for Unpaired I2I Translation
Arpan Mahara, Naphtali D. Rishe, Liangdong Deng
Image-to-Image translation in Generative Artificial Intelligence (Generative AI) has been a central focus of research, with applications spanning healthcare, remote sensing, physic…
Applying Transparent Shaping for Zero Trust Architecture Implementation in AWS: A Case Study
Wenjia Wang, Seyed Masoud Sadjadi, Naphtali Rishe +1
This study introduces a methodology integrating Zero Trust Architecture (ZTA) principles and Transparent Shaping into an AWS-hosted Online File Manager (OFM) application, enhancing…
City Planning with Augmented Reality
Catherine Angelini, Adam S. Williams, Mathew Kress +5
We present an early study designed to analyze how city planning and the health of senior citizens can benefit from the use of augmented reality (AR) using Microsoft's HoloLens. We…
Eat the Cake and Have It Too: Privacy Preserving Location Aggregates in Geosocial Networks
Bogdan Carbunar, Mahmudur Rahman, Jaime Ballesteros +1
Geosocial networks are online social networks centered on the locations of subscribers and businesses. Providing input to targeted advertising, profiling social network users becom…