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On the use of Machine Learning methods in rock art research with application to automatic painted rock art identification

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References

2017Human occupation of northern Australia by 65,000 years ago1,184 cited
1993Journey in time : the world's longest continuing art tradition : the 50,000 year story of the Australian aboriginal rock art of Arnhem land109 cited
1988The rock paintings of Arnhem Land, Australia : social, ecological and material culture change in the Post-Glacial period75 cited
2020Maliwawa figures—a previously undescribed Arnhem Land rock art style64 cited
2021Artificial Intelligence, 3D Documentation, and Rock Art—Approaching and Reflecting on the Automation of Identification and Classification of Rock Art Images63 cited
2019Connecting to the ancestors: Why rock art is important for indigenous Australians and their well-being32 cited

Cited by

2024Digitising the Deep Past: Machine Learning for Rock Art Motif Classification in an Educational Citizen Science Application12 cited
2024Old and New Approaches in Rock Art: Using Animal Motifs to Identify Palaeohabitats4 cited
2026Reevaluating Hand Stencil Phenomena in Cave Art: A Step Forward towards the Characterization of Symbolic Patterns during the Upper Palaeolithic in Europe2 cited
2025Exploring Artificial Intelligence Capabilities in the Detection and Classification of Prehistoric Rock Art Paintings1 cited
2025Using digital archaeology and machine learning to determine sex in finger flutings1 cited
2026Inteligencia artificial en el arte rupestre: límites, posibilidades y desafíos de una evolución incierta1 cited

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2025Recognizing past shapes: sex differentiation through deep learning on European Upper Palaeolithic hand stencils0 cited

2025A Comprehensive Framework for Rock Painting Preservation: Data Acquisition, Database Construction, and AI-Based Retrieval0 cited

2025From Pixels to Patterns: Artificial Intelligence and Digital Imaging for Rock Art Interpretation0 cited

2026Localised decorrelation stretch (L-DCS) for improved visibility of large, dense rock art scenes0 cited

2026Deep learning-based classification of Yinshan rock art and future research directions0 cited

2026Inteligencia artificial generativa y documentación sintética en el estudio del arte rupestre0 cited

2026A Dual-Task Assisted Model for Rock Art Dating: An Application Study Based on Transfer Learning and Handcrafted Feature Fusion0 cited