Image processing device, method of generating 3d model, learning method, and program

A method of generating a 3D model, including:

• acquiring an image obtained by imaging, at each time, an object in a situation in which a state of illumination changes at each time;
• acquiring the state of illumination at each time;
• clipping the object from the image based on the state of illumination acquired at each time;
• and
• generating the 3D model of the object that has been clipped.

A learning method including:

• acquiring an image obtained by imaging, at each time, an object in a situation in which a state of illumination changes at each time;
• acquiring the state of illumination at each time;
• clipping the object from the image based on the state of illumination at each time, which has been acquired;
• and
• leaning relation between the state of illumination at each time and a region of the object that has been clipped.

A program causing a computer to function as:

• a first acquisition unit that acquires an image obtained by imaging, at each time, an object in a situation in which a state of illumination changes at each time;
• a second acquisition unit that acquires the state of illumination at each time;
• a clipping unit that clips a region of the object from the image based on the state of illumination at each time acquired by the second acquisition unit;
• and
• a model generation unit that generates a 3D model of the object clipped by the clipping unit.