-
Notifications
You must be signed in to change notification settings - Fork 4
/
TODO
33 lines (24 loc) · 1.17 KB
/
TODO
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
Just a list of tasks to do without order
* Porting to 64 bit platforms
kkk
* Image masking
Pass a mask image created elsewhere (pre-processing) and evaluate the classifier
only on some places.
* Non-maxima suppression
Grouping of results to remove multiple detection. Maybe make function like:
int group_detections(results, n, threshold);
* Return largest object (stop at first detection on smallest scale)
In some applications only a largest object is searched for and it can save
many computations to search only on small scales of pyramid.
* Window prunning (through masking)
Use a mask created by edge detector which rules out flat areas.
* Multicore support (OMP?)
When available, more cores can be used. The speed-up is nearly linear.
* Neighborhood suppression
A simple extension which can rule out image positions which are not likely to
contain a target object. This extection is based on machine learning which
re-uses calulated features to predict response on neighboring positions.
** Update classifier structure to hold suppression alphas
** image scanner which can update mask from results of weak hypothesis
** WH that supports suppression alphas
* ARM Neon support?