CAMOUFLAGED OBJECT DETECTION

CAMOUFLAGED OBJECT DETECTION

1 ABILASH R, 2AMOS R
1Student, Department of Master Computer Application, Maharaja Institute of Technology, Mysore, Karnataka, India

2Assistant Professor, Department of Master Computer Application, Maharaja Institute of Technology, Mysore, Karnataka, India

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ABSTRACT
Camouflage is an attempt to conceal the texture of a foreground object into the background image frame texture. Camouflaged Object Detection method is basically used to detect foreground objects hidden in the background image Here presenting a comprehensive study on a new task named camouflaged object detection (COD), which aims to identify objects that are “seamlessly” embedded in their surroundings. The high intrinsic similarities between the target object and the background make COD far more challenging than the traditional object detection task. To address this issue, we elaborately collect a novel dataset, called COD10K, which comprises 10,000 images covering cam camouflaged objects in various natural scenes, over 78 object categories.