Video Object Tagging using Synthetic Images and Segmentation Hierarchies

A system comprising:

• a memory storing an executable code;
• and
• a processor executing the executable code to:
• obtain a first frame of a video content including an object and a first region including at least part of the object;
• insert a synthetic object into the first frame of the video content;
• select a second region at least partially including the synthetic object;
• provide the first frame including the first region and the second region to a first user for creating a first corrected frame;
• receive the first corrected frame from the first user including a first corrected region including the object and a second corrected region including the synthetic object;
• determine a quality based on the synthetic object and the second corrected region;
• and
• accept the first corrected region based on the quality.

A method for use with a system having a non-transitory memory and a hardware processor, the method comprising:

• obtaining, using the hardware processor, a first frame of the video content including an object and a first region including at least part of the object;
• inserting, using the hardware processor, a synthetic object into the first frame of the video content;
• selecting, using the hardware processor, a second region at least partially including the synthetic object;
• providing, using the hardware processor, the first frame including the first region and the second region to a first user for creating a first corrected frame;
• receiving, using the hardware processor, the first corrected frame from the first user including a first corrected region including the object and a second corrected region including the synthetic object;
• determining, using the hardware processor, a quality based on the synthetic object and the second corrected region;
• and
• accepting, using the hardware processor, the first corrected region based on the quality.