How to detect(rotation scale invariant) a insect from a picture?
Help! I am trying to detect certain insect from a picture or a video.As is well known,Haar,LBP and HOG are tested well for faces or pedestrian detection.But the insect is often rotated in reality while faces and pedestrian are not.So I urgently need a suitable method,such as certain feature or algorithm, to finish my work.If you have dealt with this similar problem, please give me some inspiration.I will appreciate you so much.
Here are some examples:
Please post some example images. Insects may be really small, texture-less and significantly rotated which would pose a problems to some feature detectors.
Thanks for your attention,Adi. Some examples are added. My main task is to find the objects in a picture. I have used features of Haar, HOG and LBP to train samples. During the training period, the detection rate is at least 0.98 and the falsealarm rate has decreased to 0. But the result is not good. There are too many false-counted regions. So I feel these features may be unsuitable for this work. Do you have any advice to solve the problem? Please give me some suggestion. Thank you!