Extraordinary MHNet: Military high-level camouflage object detection network and dataset

• Published in: Neurocomputing (Amsterdam) Vol. 549; p. 126466
• Main Authors: Liu, Maozhen, Di, Xiaoguang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 07.09.2023
• Subjects: Concealed objects; Datasets; High-level military camouflage; Object detection; Datasets; Concealed objects; High-level military camouflage; Object detection

We present the first systematic work on Military High-level Camouflage object Detection (MHCD), aiming to identify objects visibly embedded in chaotic backgrounds. The high intrinsic similarities (e.g., texture, intensity, color, etc.) between the attention object and its background give the task fa...