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Can the search window size be changed?

Open ekcheng opened this issue 7 years ago • 2 comments

Based on this sentence in the paper, do I understand correctly that the size of the search window is essentially "baked in" to the network architecture? I.e., if I wanted to increase the size of the search window, my only option is to retrain the tracker using an updated network architecture?

As long as the target object does not become occluded and is not moving too quickly, the target will be located within this region. For fast-moving objects, the size of the search region could be increased, at a cost of increasing the complexity of the network.

Thanks.

ekcheng avatar Dec 21 '17 01:12 ekcheng

At the moment, yes!

On Wed, Dec 20, 2017 at 8:40 PM, ekcheng [email protected] wrote:

Based on this sentence in the paper, do I understand correctly that the size of the search window is essentially "baked in" to the network architecture? I.e., if I wanted to increase the size of the search window, my only option is to retrain the tracker using an updated network architecture?

As long as the target object does not become occluded and is not moving too quickly, the target will be located within this region. For fast-moving objects, the size of the search region could be increased, at a cost of increasing the complexity of the network.

Thanks.

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davheld avatar Dec 21 '17 01:12 davheld

Based on this sentence in the paper, do I understand correctly that the size of the search window is essentially "baked in" to the network architecture? I.e., if I wanted to increase the size of the search window, my only option is to retrain the tracker using an updated network architecture?

As long as the target object does not become occluded and is not moving too quickly, the target will be located within this region. For fast-moving objects, the size of the search region could be increased, at a cost of increasing the complexity of the network.

Thanks.

Did you get any alternative solution to change the search window size ? If you have modified the architecture can you please provide it to me.

shubhjai avatar Jan 10 '19 12:01 shubhjai