3 papers
cs.CV2025
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…
cs.CV2025
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…
cs.CV2024
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…