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fyp:ik0902:semester1 [2010/02/01 21:49] ik0902 |
fyp:ik0902:semester1 [2010/02/02 14:56] (current) ik0902 |
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| - | [[wychung7@cse.cuhk.edu.hk|Sonia Chung Wan Ying]], [[pkyen7@cse.cuhk.edu.hk|Yen Po Ki]] | + | [[wychung7@cse.cuhk.edu.hk| Chung Wan Ying, Sonia]], [[pkyen7@cse.cuhk.edu.hk|Yen Po Ki]] |
| ====== Progress ====== | ====== Progress ====== | ||
| ^ Week ^ Details ^ References | | ^ Week ^ Details ^ References | | ||
| - | | Before Semester \\ (Summer 2009) | - Application Proposal for WWDC2009 \\ - {{:fyp:fyp_summer.pdf|}} | | | ||
| | Week 1 \\ (11 - 18 September 2009) | - Meeting with supervisor & other two groups \\ - Review of project with other groups | | | | Week 1 \\ (11 - 18 September 2009) | - Meeting with supervisor & other two groups \\ - Review of project with other groups | | | ||
| - | | Week 2 \\ (19 - 25 September 2009) | - Marketing Research on current apps \\ - Idea Brainstorming | + | | Week 2 \\ (19 - 25 September 2009) | - Marketing Research on current apps \\ - Idea Brainstorming | | |
| - | | Week 3 \\ (16 - 22 September 2009) | - Specification \\ - Image layering feature | | + | | Week 3 \\ (16 - 22 September 2009) | - Specification \\ - Image layering feature | | |
| ====== Time Schedule (Temp.) ====== | ====== Time Schedule (Temp.) ====== | ||
| Line 36: | Line 36: | ||
| ^ Week 12 |- Documentation | | ^ Week 12 |- Documentation | | ||
| ^ Week 13 |- Documentation | | ^ Week 13 |- Documentation | | ||
| - | |||
| - | ====== Week 4: Photo Selection and Editing====== | ||
| - | ^ **Photo Picker \\ (Select Image from Library)** | | ||
| - | |{{:fyp:1.png?180}}|{{:fyp:2.png?180}}|{{:fyp:3.png?180|}}| | ||
| - | |Click "Open Picker" button| Click "Saved Photo"|Select the photo you like| | ||
| - | |{{:fyp:4.png?180|}}|{{:fyp:5.png?180|}}|{{:fyp:6.png?180|}}| | ||
| - | |The photo selected is then shown| User can scale it to different size \\ Click "Choose" button to confirm|Done!| | ||
| - | |||
| - | ^ **Further editing: Flipping**| | ||
| - | |{{:fyp:flip_1.png?180|}}|{{:fyp:flip_h.png?180|}}|{{:fyp:flip_v.png?180|}}| | ||
| - | |Orignal| First flip horizontally| Second flip vertically| | ||
| - | ====== Week 6: Face Detection on Photo ====== | ||
| - | ^ **Procedures** | | ||
| - | |{{:fyp:F1.png?180}}|{{:fyp:F2.png?180}}|{{:fyp:F3.png?180|}}| | ||
| - | |Pick the source of the photo| Select the photo from the library|The selected photo will then be shown \\ Click "Face"| | ||
| - | |{{:fyp:F4.png?180|}}|{{:fyp:F5.png?180|}}|{{:fyp:F6.png?180|}}| | ||
| - | |Choose the "Bounding Box"| Blue bounding box on Face|You can also select the "Laughing Man" \\ Key the icon on the face| | ||
| - | |||
| - | You can click the "save" button, and the saved photo will be in the photo library | ||
| - | ====== Week 7: Testing on Face Detection ====== | ||
| - | |||
| - | ^ **Testing Samples** | | ||
| - | |{{:fyp:T1.png?180}}|{{:fyp:T2.png?180}}|{{:fyp:T2_1.png?180|}}| | ||
| - | |{{:fyp:T3.png?180|}}|{{:fyp:T4.png?180|}}|{{:fyp:T4_1.png?180|}}| | ||
| - | |{{:fyp:T4_2.png?180}}|{{:fyp:T5.png?180}}|{{:fyp:T5_1.png?180|}}| | ||
| - | |{{:fyp:T_many1.png?180|}}|{{:fyp:T_many2.png?180|}}|{{:fyp:T_many3.png?180|}}| | ||
| - | |{{:fyp:T_many4.png?180|}}|{{:fyp:T_many5.png?180|}}| | ||
| - | |||
| - | Until now, Maximum number of face detected: 10 | ||
| - | \\ More testing will be done on the size of the face, tiling angle of the face...etc | ||
| - | ====== Week 8: Testing on Horizontal Rotation Angel ====== | ||
| - | |||
| - | |||
| - | ^ **Rotation to the left side** | | ||
| - | | **Left 5 degrees** | ** Left 10 degrees** | **Left 15 degrees** | | ||
| - | |{{:fyp:ik0902:l5.png?180}}|{{:fyp:ik0902:l10.png?180}}|{{:fyp:ik0902:l15.png?180|}}| | ||
| - | | **Left 20 degrees** | ** Left 25 degrees** | **Left 26 degrees (Cant detect!!!)** | | ||
| - | |{{:fyp:ik0902:l20.png?180|}}|{{:fyp:ik0902:l25.png?180|}}|{{:fyp:ik0902:l26.png?180|}}| | ||
| - | |||
| - | * The maximum rotation angle to the left is found to be about 25 degrees. | ||
| - | |||
| - | ^ **Rotation to the right side** | | ||
| - | | **Right 5 degrees** | ** Right 10 degrees** | **Right 15 degrees** | | ||
| - | |{{:fyp:ik0902:r05.png?180}}|{{:fyp:ik0902:r10.png?180}}|{{:fyp:ik0902:r15.png?180|}}| | ||
| - | | **Right 20 degrees** | ** Right 24 degrees** | **Right 25 degrees (Cant detect!!!)** | | ||
| - | |{{:fyp:ik0902:r20.png?180|}}|{{:fyp:ik0902:r24.png?180|}}|{{:fyp:ik0902:r25.png?180|}}| | ||
| - | |||
| - | * The maximum rotation angle to the right is found to be about 24 degrees. | ||
| - | ====== Week 9: Code Understanding ====== | ||
| - | |||
| - | cvHaarDetectObjects( const CvArr* _img, CvHaarClassifierCascade* cascade, CvMemStorage* storage, double scale_factor, int min_neighbors, int flags, CvSize min_size ) | ||
| - | |||
| - | This function will detecting the face on the whole image and returning the sequence of faces (rectangle). | ||
| - | |||
| - | The default parameters (scale_factor=1.1, min_neighbors=3, flags=0) are tuned for accurate yet slow face detection. | ||
| - | |||
| - | For faster face detection on real video images the better settings are (scale_factor=1.2, min_neighbors=2, flags=CV_HAAR_DO_CANNY_PRUNING). | ||
| - | |||
| - | *CV_HAAR_DO_CANNY_PRUNING* If it is set, the function uses Canny edge detector to reject some image regions that contain too few or too much edges and thus can not contain the searched object. The particular threshold values are tuned for face detection and in this case the pruning speeds up the processing. | ||
| - | ====== Week 10: Implementation on iPhone ====== | ||
| - | |||
| - | ^Performance | | ||
| - | ^ On Mac | Immediate (Less than 1 sec) | | ||
| - | ^ On iPhone 3GS | About 2 sec | | ||
| - | ^ On iPhone 3G | About 4 sec | | ||
| - | |||
| - | * One of the factors that affecting the time required to perform the face detection is the processing power of the machine. | ||
| - | |||
| - | |||
| - | ^ Accuracy | 24 faces | 48 faces | | ||
| - | ^ On Mac | {{:fyp:ik0902:mac01.png?180|}} \\ Can detect ALL the faces | {{:fyp:ik0902:mac02.png?180|}} \\ Can detect ALL faces | | ||
| - | ^ On iPhone 3GS & 3G | {{:fyp:iphone02.png?180|}} \\ Can detect ALL the faces | {{:fyp:iphone01.png?180|}} \\ Can detect 8 faces | | ||
| - | |||
| - | * The accuracy will also be affected by using different machines. | ||
| - | |||
| - | ^ Resolution | 30 x 38 | 20 x 25 | 15 x 20 | 14 x 19 | 10 x 13 | | ||
| - | ^ Photo | {{:fyp:ik0902:ik_sss_.png?80|}} | {{:fyp:ik0902:ik_ssss_.png?80|}} | {{:fyp:ik0902:ik_ssss15_.png?80|}} | {{:fyp:ik0902:ik_ssss14_.png?80|}} | {{:fyp:ik0902:ik_sssss_.png?80|}} | | ||
| - | ^ Result | {{:fyp:ik0902:img_0501.png?80|}} \\ Success | {{:fyp:ik0902:img_0500.png?80|}} \\ Success | {{:fyp:ik0902:img_0502.png?80|}} \\ Success | {{:fyp:ik0902:img_0503.png?80|}} \\ Fail | {{:fyp:ik0902:img_0499.png?80|}} \\ Fail | | ||
| - | |||
| - | * As the photo will be resized in the iPhone, the resolution affects only when the face is COMPLETELY distorted. | ||
| - | |||
| - | |||
| - | **Fine Tuning** \\ | ||
| - | The time required varies by adjusting the scale factor in the face detect function. It is the factor by which the search window is scaled between the subsequent scans, for example, 1.1 means increasing window by 10%. The smaller the scale factor, the chance of recognizing an object is bigger. But the scale factor has to be bigger than 1. And 2.1 is found to be the most optimum value for scale factor until now. | ||
| - | ====== Week 11: Features Enhancement & Documentation ====== | ||
| - | |||
| - | We had added a function to add different hats according to the face location. | ||
| - | |||
| - | ^ Added Features ^ Christmas Hat ^ Classic Hat ^ Witch Hat ^ Safety Hat | | ||
| - | | {{:fyp:ik0902:wk11_list.png?100|}} | {{:fyp:ik0902:wk11_christmas.png?100|}} | {{:fyp:ik0902:wk11_english.png?100|}} | {{:fyp:ik0902:wk11_witch.png?100|}} | {{:fyp:ik0902:wk11_safety.png?100|}} | | ||
| - | |||
| - | Also, we can add hat to photos that are taken by the iphone camera. | ||
| - | |||
| - | ^ Taken by camera | | ||
| - | | {{:fyp:ik0902:wk11_camera.jpg?120|}} | | ||
| - | |||
| - | Moreover, we can add more than one hat in a single photo. | ||
| - | |||
| - | ^ Two Faces ^ Added Hat | | ||
| - | | {{:fyp:ik0902:wk11_2faces.jpg?130|}} | {{:fyp:ik0902:wk11_2faces_hat.png?130|}} | | ||
