At 1 sample per pixel (spp), the Monte Carlo integration of indirect illumination results in very noisy images, and the problem can therefore be framed as reconstruction instead of denoising. Previous ...

The autoencoder architecture of SegNet. In the case of SegNet, the input is images of road scenes in RGB format (3-channel), and the output is a 32-channel one-hot encoded image of pixels (C, X, Y), ...

The propsoed model architecture is presented for both RGB and Multispectral EuroSat dataset. The proposed hybrid AE model combines CNNs as a spatial block, using the same architecture as the Hybrid ...

Image colourization, the process of adding colour to grayscale images, remains a significant challenge in computer vision with diverse applications in digital media. This paper presents the ...

In this paper, we propose a DISCO, which is a manner of designing autoencoder architecture to process dual input streams for skeletal image generation. The DISCO was designed to be dealing with binary ...