Visual Recognition of Great Ape Behaviours in the Wild
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Abstract (arXiv)
We propose a first great ape-specific visual behaviour recognition system utilising deep learning that is capable of detecting nine core ape behaviours.
Key facts. Cited by 16 papers in the map (data through 7 Oct 2026). First posted on arXiv 21 Nov 2020.
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Citing papers per year: 2022: 2; 2023: 5; 2024: 5; 2025: 3; 2026: 1.
16 papers.
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- 2024PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognitioncited by 22
- 2023Triple-stream Deep Metric Learning of Great Ape Behavioural Actionscited by 14
- 2022Dynamic Curriculum Learning for Great Ape Detection in the Wildcited by 10
- 2022OpenApePose: a database of annotated ape photographs for pose estimationcited by 10
- 2024Computer Vision for Primate Behavior Analysis in the Wildcited by 10
- 2025The SA-FARI Dataset: Segment Anything in Footage of Animals for Recognition and Identificationcited by 6
- 2023Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classificationcited by 5
- 2024ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognitioncited by 5
- 2025The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognitioncited by 5
- 2024Holstein-Friesian Re-Identification using Multiple Cameras and Self-Supervision on a Working Farmcited by 3
- 2023Simplified Concrete Dropout -- Improving the Generation of Attribution Masks for Fine-grained Classificationcited by 2
- 2025PriVi: Towards A General-Purpose Video Model For Primate Behavior In The Wildcited by 2
4 more
- 2023Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Trapscited by 1
- 2023Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learningcited by 0
- 2024From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehavecited by 0
- 2026The PanAf-SBR Dataset: Social Behaviour Recognition for Wild Great Apescited by 0
- 2026The PanAf-SBR Dataset: Social Behaviour Recognition for Wild Great Apes19 Jul 2026
- 2025The SA-FARI Dataset: Segment Anything in Footage of Animals for Recognition and Identification19 Nov 2025
- 2025PriVi: Towards A General-Purpose Video Model For Primate Behavior In The Wild12 Nov 2025
- 2025The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition28 Feb 2025
- 2024Holstein-Friesian Re-Identification using Multiple Cameras and Self-Supervision on a Working Farm16 Oct 2024
- 2024From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave30 May 2024
- 2024ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognition13 Apr 2024
- 2024Computer Vision for Primate Behavior Analysis in the Wild29 Jan 2024
- 2024PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition24 Jan 2024
- 2023Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learning14 Aug 2023
- 2023Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Traps28 Jul 2023
- 2023Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification28 Jul 2023
4 more
- 2023Simplified Concrete Dropout -- Improving the Generation of Attribution Masks for Fine-grained Classification27 Jul 2023
- 2023Triple-stream Deep Metric Learning of Great Ape Behavioural Actions6 Jan 2023
- 2022OpenApePose: a database of annotated ape photographs for pose estimation30 Nov 2022
- 2022Dynamic Curriculum Learning for Great Ape Detection in the Wild30 Apr 2022
- 2024ChimpVLM: Ethogram-Enhanced Chimpanzee Behaviour Recognition13 Apr 2024
- 2024PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognitioncited by 22
- 2023Triple-stream Deep Metric Learning of Great Ape Behavioural Actionscited by 14
- 2022Dynamic Curriculum Learning for Great Ape Detection in the Wildcited by 10
- 2022OpenApePose: a database of annotated ape photographs for pose estimationcited by 10
- 2024Computer Vision for Primate Behavior Analysis in the Wildcited by 10
- 2025The SA-FARI Dataset: Segment Anything in Footage of Animals for Recognition and Identificationcited by 6
- 2023Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classificationcited by 5
- 2025The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognitioncited by 5
- 2024Holstein-Friesian Re-Identification using Multiple Cameras and Self-Supervision on a Working Farmcited by 3
- 2023Simplified Concrete Dropout -- Improving the Generation of Attribution Masks for Fine-grained Classificationcited by 2
- 2025PriVi: Towards A General-Purpose Video Model For Primate Behavior In The Wildcited by 2
- 2023Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Trapscited by 1
12 most cited of 15 All 15 (JSON)
- 2026The PanAf-SBR Dataset: Social Behaviour Recognition for Wild Great Apes19 Jul 2026
- 2025The SA-FARI Dataset: Segment Anything in Footage of Animals for Recognition and Identification19 Nov 2025
- 2025PriVi: Towards A General-Purpose Video Model For Primate Behavior In The Wild12 Nov 2025
- 2025The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition28 Feb 2025
- 2024Holstein-Friesian Re-Identification using Multiple Cameras and Self-Supervision on a Working Farm16 Oct 2024
- 2024From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave30 May 2024
- 2024Computer Vision for Primate Behavior Analysis in the Wild29 Jan 2024
- 2024PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition24 Jan 2024
- 2023Diving with Penguins: Detecting Penguins and their Prey in Animal-borne Underwater Videos via Deep Learning14 Aug 2023
- 2023Automated Visual Monitoring of Nocturnal Insects with Light-based Camera Traps28 Jul 2023
- 2023Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification28 Jul 2023
- 2023Simplified Concrete Dropout -- Improving the Generation of Attribution Masks for Fine-grained Classification27 Jul 2023
12 newest of 15 All 15 (JSON)