ISO-690 (author-date, English)

RAZA, Ali, HANIF, Fareeha und MOHAMMED, Heba Abdelgader, 2025. Analyzing the enhancement of CNN-YOLO and transformer based architectures for real-time animal detection in complex ecological environments. Scientific Reports. 7 November 2025. Vol. 15, no. 1, p. 1-33. DOI 10.1038/s41598-025-26645-2.

Elsevier - Harvard (with titles)

Raza, A., Hanif, F., Mohammed, H.A., 2025. Analyzing the enhancement of CNN-YOLO and transformer based architectures for real-time animal detection in complex ecological environments. Scientific Reports 15, 1-33. https://doi.org/10.1038/s41598-025-26645-2

American Psychological Association 7th edition

Raza, A., Hanif, F., & Mohammed, H. A. (2025). Analyzing the enhancement of CNN-YOLO and transformer based architectures for real-time animal detection in complex ecological environments. Scientific Reports, 15(1), 1-33. https://doi.org/10.1038/s41598-025-26645-2

Springer - Basic (author-date)

Raza A, Hanif F, Mohammed HA (2025) Analyzing the enhancement of CNN-YOLO and transformer based architectures for real-time animal detection in complex ecological environments.. Scientific Reports 15:1-33. https://doi.org/10.1038/s41598-025-26645-2

Juristische Zitierweise (Stüber) (Deutsch)

Raza, Ali/ Hanif, Fareeha/ Mohammed, Heba Abdelgader, Analyzing the enhancement of CNN-YOLO and transformer based architectures for real-time animal detection in complex ecological environments., Scientific Reports 2025, 1-33.

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