mlsanityData to 14 Oct 2026

Accenture-NVS1: A Novel View Synthesis Dataset

arXiv 2503.18711 ↗First posted 24 Mar 2025cs.CV cs.LGcited by 2

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Abstract (arXiv)

This paper introduces ACC-NVS1, a specialized dataset designed for research on Novel View Synthesis specifically for airborne and ground imagery. Data for ACC-NVS1 was collected in Austin, TX and Pittsburgh, PA in 2023 and 2024. The collection encompasses six diverse real-world scenes captured from both airborne and ground cameras, resulting in a total of 148,000 images. ACC-NVS1 addresses challenges such as varying altitudes and transient objects. This dataset is intended to supplement existing datasets, providing additional resources for comprehensive research, rather than serving as a benchmark.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 9 of its 14 references that are in the map. First posted on arXiv 24 Mar 2025.

Builds on

9 of 14 references.

References · 9

  1. 20233D Gaussian Splatting for Real-Time Radiance Field Renderingcited by 6,226
  2. 2021Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fieldscited by 2,032
  3. 2024Depth Anything V2cited by 1,422
  4. 2022Block-NeRF: Scalable Large Scene Neural View Synthesiscited by 724
  5. 2021Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstructioncited by 652
  6. 2023DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Visioncited by 537
  7. 2021Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughscited by 398
  8. 2021Capturing, Reconstructing, and Simulating: the UrbanScene3D Datasetcited by 118
  9. 2024MegaScenes: Scene-Level View Synthesis at Scalecited by 58

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 1; 2026: 1.

2 papers.