In this paper, we propose a spatial-angular multi-scale de- coupling network to reconstruct high-resolution LF images. Considering the epipolar geometry, we ...

In this paper, we propose a spatial-angular multi-scale decoupling network to reconstruct high-resolution LF images. Considering the epipolar geometry, we ...

In this paper, we propose a spatial-angular multi-scale decoupling network to reconstruct high-resolution LF images.

In this paper, we propose a spatial-angular multi-scale de- coupling network to reconstruct high-resolution LF images. Considering the epipolar geometry, we ...

Nov 30, 2024 · This paper introduces a method for reconstructing high-density light field images, addressing the challenge of balancing angular and spatial resolution

Light field (LF) cameras provide multiple views of a scene, and thus enable many attractive applications such as post-capture refocusing [1], depth sensing. [2] ...

We propose a fast transformer-based algorithm for light field super-resolution to improve spatial and angular resolution simultaneously.

In this paper, we propose a spatial-angular attention network to perceive non-local correspondences in the light field, and reconstruct high angular resolution ...

Experimental results demonstrate the superiority of LF-InterNet over the state-of-the-art methods, i.e., the method can achieve high PSNR and SSIM scores ...

LF cameras can simultaneously capture angular information and spatial information because of the insertion of a micro-lens array between the imaging sensor and ...