Drosophila-Vision-Inspired Motion Perception Model and Its Application in Saliency Detection

• Published in: IEEE transactions on consumer electronics Vol. 70; no. 1; pp. 819 - 830
• Main Authors: Chen, Zhe, Mu, Qi, Han, Guangjie, Lu, Huimin
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.02.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Ablation; Biological system modeling; Biomimetics; computational model; Computational modeling; Computer vision; Consumer electronics; Drosophila vision; Electronics; Feature extraction; Fruit flies; Insects; Motion perception; Object motion; Salience; saliency; Saliency detection; Sensitivity; Task analysis; Visualization

Vision in Drosophila has been the subject of extensive behavioral, physiological, and anatomical studies. However, our understanding of its underlying neural computations remains incomplete due to the gap in computational biology. Drosophila vision has been proven to be considerably more sensitive i...