mlsanityData to 7 Oct 2026

altiro3D: Scene representation from single image and novel view synthesis

arXiv 2304.11161 ↗First posted 2 Apr 2023cs.CV cs.GR cs.MMcited by 2

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Abstract (arXiv)

We introduce altiro3D, a free extended library developed to represent reality starting from a given original RGB image or flat video. It allows to generate a light-field (or Native) image or video and get a realistic 3D experience. To synthesize N-number of virtual images and add them sequentially into a Quilt collage, we apply MiDaS models for the monocular depth estimation, simple OpenCV and Telea inpainting techniques to map all pixels, and implement a 'Fast' algorithm to handle 3D projection camera and scene transformations along N-viewpoints. We use the degree of depth to move proportionally the pixels, assuming the original image to be at the center of all the viewpoints. altiro3D can also be used with DIBR algorithm to compute intermediate snapshots from a equivalent 'Real (slower)' camera with N-geometric viewpoints, which requires to calibrate a priori several intrinsic and extrinsic camera parameters. We adopt a pixel- and device-based Lookup Table to optimize computing time. The multiple viewpoints and video generated from a single image or frame can be displayed in a free-view LCD display.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 8 of its 28 references that are in the map. First posted on arXiv 2 Apr 2023.

Builds on

8 of 28 references.

References · 8

  1. 2019Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfercited by 1,484
  2. 2014Depth Map Prediction from a Single Image using a Multi-Scale Deep Networkcited by 1,264
  3. 2023ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depthcited by 646
  4. 20203D Photography using Context-aware Layered Depth Inpaintingcited by 206
  5. 2020Monocular Depth Estimation Based On Deep Learning: An Overviewcited by 68
  6. 2022Single-View View Synthesis in the Wild with Learned Adaptive Multiplane Imagescited by 59
  7. 2020Fast Depth Estimation for View Synthesiscited by 2
  8. 2019Morphing a Stereogram into Hologramcited by 1

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Citing papers per year: 2024: 1; 2025: 1.

2 papers.