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Best features to track fish underwater

Hello everyone,

I am currently working on a project that aims to detect fish and track them. For example, draw a white box around a shark and red one around a Thuna. I have good quality pictures of the fish to track. And I'm trying to know which techniques may help me the best and provide robust results in acceptable response time (1 sec to detect is acceptable). There are some information that I think may be useful for you to help me :

  • Colour should be taken in consideration because some fish species have same shape with different colors;
  • Input video quality is quite good;

I would like to know which features would fit this application. I have thought for example to mix SURF and color image moments. Any ideas are welcome, if you can add examples of working similar application to your ideas, I would greatly appreciate it.

Thank you all.

Best features to track fish underwater

Hello everyone,

I am currently working on a project that aims to detect fish and track them. them in a video. For example, draw a white box around a shark and red one around a Thuna. I have good quality pictures of the fish to track. And I'm trying to know which techniques may help me the best and provide robust tracking results on a video in acceptable response time (1 sec to detect is acceptable). There are some information that I think may be useful for you to help me :

  • Colour should be taken in consideration because some fish species have same shape with different colors;
  • Input video quality is quite good;

I would like to know which features would fit this application. I have thought for example to mix SURF and color image moments. Any ideas are welcome, if you can add examples of working similar application to your ideas, I would greatly appreciate it.

Thank you all.

Best features to track fish underwater

Hello everyone,

I am currently working on a project that aims to detect fish and track them in a video. For example, draw a white box around a shark and red one around a Thuna. I have good quality pictures of the fish to track. And I'm trying to know which techniques may help me the best and provide robust tracking results on a video in acceptable response time (1 sec to detect is acceptable). There are some information that I think may be useful for you to help me :

  • Colour should be taken in consideration because some fish species have same shape with different colors;
  • Input video quality is quite good;

I would like to know which features would fit this application. I have thought for example to mix SURF and color image moments. Any ideas are welcome, if you can add examples of working similar application to your ideas, I would greatly appreciate it.

Thank you all.

Best features to track fish underwater

Hello everyone,

I am currently working on a project that aims to detect fish and track them in a video. For example, draw a white box around a shark and red one around a Thuna. I have good quality pictures of the fish to track. And I'm trying to know which techniques may help me the best and provide robust tracking results on a video in acceptable response time (1 sec to detect is acceptable). There are some information that I think may be useful for you to help me :

  • Colour should be taken in consideration because some fish species have same shape with different colors;
  • Input video quality is quite good;

I would like to know which features would fit this application. I have thought for example to mix SURF and color image moments. Any ideas are welcome, if you can add examples of working similar application to your ideas, I would greatly appreciate it.

video frame :

image description

image from database: image description Thank you all.

Best features to track fish underwater

Hello everyone,

I am currently working on a project that aims to detect fish and track them in a video. For example, draw a white box around a shark and red one around a Thuna. I have good quality pictures of the fish to track. And I'm trying to know which techniques may help me the best and provide robust tracking results on a video in acceptable response time (1 sec to detect is acceptable). There are some information that I think may be useful for you to help me :

  • Colour should be taken in consideration because some fish species have same shape with different colors;
  • Input video quality is quite good;

I would like to know which features would fit this application. I have thought for example to mix SURF and color image moments. Any ideas are welcome, if you can add examples of working similar application to your ideas, I would greatly appreciate it.

video frame :

image description

image from database: image description

Thank you all.

Best features to track fish underwater

Hello everyone,

I am currently working on a project that aims to detect fish and track them in a video. For example, draw a white box around a shark and red one around a Thuna. I have good quality pictures of the fish to track. And I'm trying to know which techniques may help me the best and provide robust tracking results on a video in acceptable response time (1 sec to detect is acceptable). There are some information that I think may be useful for you to help me :

  • Colour should be taken in consideration because some fish species have same shape with different colors;
  • Input video quality is quite good;

I would like to know which features would fit this application. I have thought for example to mix SURF and color image moments. Any ideas are welcome, if you can add examples of working similar application to your ideas, I would greatly appreciate it.

video frame :

image description

image from database: image description

Thank you all.