MARC ayrıntıları
| 000 -BAŞLIK |
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| Sabit Uzunluktaki Kontrol Alanı |
04667na a2200877 4500 |
| 001 - KONTROL NUMARASI |
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| Control Dosyası |
63719 |
| 003 - KONTROL NUMARASI KİMLİĞİ |
|---|
| Kontrol Alanı |
koha_MIRAKIL |
| 005 - EN SON İŞLEM TARİHİ ve ZAMANI |
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| Kontrol Alanı |
20221103135316.0 |
| 008 - SABİT UZUNLUKTAKİ VERİ ÖGELERİ - GENEL BİLGİ |
|---|
| Sabit Alan |
180313b tu 000 0 |
| 040 ## - KATALOGLAMA KAYNAĞI |
|---|
| Özgün Kataloglama Kurumu |
CY-NiCIU |
| Kataloglama Dili |
tur |
| Çeviri Kurumu |
CY-NiCIU |
| Açıklama Kuralları |
rda |
| 041 ## - DİL KODU |
|---|
| Metin ya da ses kaydının dil kodu |
eng |
| 090 ## - Yerel Tasnif No |
|---|
| tasnif no |
YL 287 |
| Cutter no |
C25 2010 |
| 100 ## - KİŞİ ADI |
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| Yazar Adı (Kişi adı) |
Çakır, Demet |
| 245 ## - ESER ADI BİLDİRİMİ |
|---|
| Başlık |
Facial expression recognision based on scale invariant feature transform |
| Sorumluluk Bildirimi |
Demet Çakır; Supervisor: Mehmet Kuşaf |
| 260 ## - YAYIN, DAĞITIM, VB. |
|---|
| Yayın Yeri |
Nicosia |
| Yayınevi |
Cyprus International University |
| Yayın Tarihi |
2010 |
| 300 ## - FİZİKSEL TANIMLAMA |
|---|
| Sayfa, Cilt vb. |
X, 59 p |
| Diğer fiziki detaylar |
ill, fig |
| Boyutları |
30.5 cm |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| Content type term |
text |
| Content type code |
txt |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| Media type term |
unmediated |
| Media type code |
n |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| Carrier type term |
volume |
| Carrier type code |
nc |
| 504 ## - BİBLİYOGRAFİ NOTU |
|---|
| Bibliyografi Notu |
include references (55-59 p.) |
| 520 ## - ÖZET NOTU |
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| Özet notu |
' Human computer interaction (HCL) is an active research area since the early days of computers. HCL aims to ease computer usage through various methods. One of the most important method is to act on human behavior. In this problem of person independent facial expression recognition from Scale Invariant Features Transform (SIFT) is investigated. Since human communication is mainly performed by face, we have chosen to extract facial expressions. Our primary objective is to increase available identification performance in the literature, while trying to solve problems related to external facts, such as lighting orientation and scaling. In our research, we propose a feature selection methodology that uses key point descriptors of the SIFT features features extracted from the expression images to improve classifications. The selection algorithm aims to derive a set of SIFT features from the original expression images which minimizes the within-class variance. The proposed methodology is evaluated using 3D facial expression data base BU-3DFE (Binghamton University 3D Facial Expression). Kullback Leibler Divergence (KLD) is used as a distance measure for computing the dissimilar score between histograms. Facial expression such as anger, fear, happiness, sadness and surprise are successfully recognized. ' |
| 650 ## - KONU BAŞLIĞI EK GİRİŞ - KONU TERİMİ |
|---|
| Konusal terim veya coğrafi ad |
Scale invariant feature transform |
| 650 ## - KONU BAŞLIĞI EK GİRİŞ - KONU TERİMİ |
|---|
| Konusal terim veya coğrafi ad |
Ölçek değişmez özellik dönüşümü |
| 650 ## - KONU BAŞLIĞI EK GİRİŞ - KONU TERİMİ |
|---|
| Konusal terim veya coğrafi ad |
Kullback Leibler Divergence |
| 650 ## - KONU BAŞLIĞI EK GİRİŞ - KONU TERİMİ |
|---|
| Konusal terim veya coğrafi ad |
Kullback Leibler Divergence |
| 700 ## - EK GİRİŞ - KİŞİ ADI |
|---|
| Yazar Adı (Kişi adı) |
Supervisor: Kuşaf, Mehmet |
| 9 (RLIN) |
1656 |
| 942 ## - EK GİRİŞ ÖGELERİ (KOHA) |
|---|
| Sınıflama Kaynağı |
Dewey Onlu Sınıflama Sistemi |
| Materyal Türü |
Thesis |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
1 |
| Title |
CHAPTER 1-INTRODUCTION |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
1 |
| Title |
Overview |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
2 |
| Title |
Problem Statement and Its Significance |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
4 |
| Title |
Literature Survey |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
5 |
| Title |
Geometric Features |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
6 |
| Title |
Apperance Features |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
9 |
| Title |
Model Template-Based Approaches |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
11 |
| Title |
Local Descriptors |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
12 |
| Title |
Contribution to Facial Representaion |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
12 |
| Title |
Feature Representation |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
13 |
| Title |
Feature Extraction and Selection |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
13 |
| Title |
Classifier Design |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
14 |
| Title |
Thesis Overview |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
16 |
| Title |
CHAPTER 2-SIFT METHODOLOGY |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
16 |
| Title |
Scale-Space Extreme Detection |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
19 |
| Title |
Keypoint Localization |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
21 |
| Title |
Keypoint Descriptor |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
24 |
| Title |
CHAPTER 3-FEATURE REPRESENTATION FOR MATCHING |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
24 |
| Title |
Basic Concepts of Feature Representation |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
24 |
| Title |
SIFT Feature Representation using Face Descriptors |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
26 |
| Title |
Feature Matching |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
27 |
| Title |
Face Descriptor Matching |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
29 |
| Title |
Improved SIFT Matching Using Kullback-Leibler Divergence |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
30 |
| Title |
Evaluation and Experiment Results |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
32 |
| Title |
Conclusions |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
33 |
| Title |
CHAPTER 4: FEATURE EXTRACTION AND SELECTION |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
33 |
| Title |
Feature Selection |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
34 |
| Title |
Feature Selection |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
34 |
| Title |
Purpose and Importance of Feature Selection |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
35 |
| Title |
Choosing among Features |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
36 |
| Title |
Related Work |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
37 |
| Title |
Discriminating Power Estimation of SIFT Features |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
38 |
| Title |
BU-3DFE Database |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
39 |
| Title |
Evaluation and Experiment Result |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
44 |
| Title |
Conclusions |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
45 |
| Title |
CHAPTER 5-CLASSIFIER DESIGN FOR SIFT FEATURES |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
45 |
| Title |
Classifier Design |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
45 |
| Title |
Image Matching using Regular SIFT |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
46 |
| Title |
Minimum Pair Distance (MPD) |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
47 |
| Title |
Sub-region Construction for Feature Matching |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
48 |
| Title |
Regular Grid Base Face Descriptor Matching |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
49 |
| Title |
Evaluation and Experimental Results |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
51 |
| Title |
Conclusion |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
53 |
| Title |
CHAPTER 6-CONCLUSION AND FUTURE WORKS |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
53 |
| Title |
Conclusions |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
53 |
| Title |
Future Works |
| 505 1# - İÇİNDEKİLER NOTU |
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| Miscellaneous information |
55 |
| Title |
REFERENCES |