CVLGMar 24, 2025

Accenture-NVS1: A Novel View Synthesis Dataset

arXiv:2503.18711v22 citationsh-index: 45
Originality Synthesis-oriented
AI Analysis

This provides a specialized dataset for researchers in novel view synthesis, particularly for airborne and ground imagery, but it is incremental as it supplements rather than benchmarks existing datasets.

The paper introduces ACC-NVS1, a dataset for novel view synthesis with 148,000 images from airborne and ground cameras, addressing challenges like varying altitudes and transient objects to supplement existing resources.

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.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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