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<< /S /GoTo /D (chapter*.3) >>
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(Kurzfassung)
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<< /S /GoTo /D (chapter*.4) >>
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8 0 obj
(Abstract)
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<< /S /GoTo /D (section*.5) >>
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(Contents)
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<< /S /GoTo /D (section*.6) >>
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16 0 obj
(List of Figures)
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<< /S /GoTo /D (section*.7) >>
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(List of Tables)
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<< /S /GoTo /D (chapter*.8) >>
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(List of Algorithms)
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<< /S /GoTo /D (chapter.1) >>
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(Introduction)
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<< /S /GoTo /D (section.1.1) >>
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32 0 obj
(Metrics and Metric Spaces)
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<< /S /GoTo /D (section.1.2) >>
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(Feature Space)
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<< /S /GoTo /D (section.1.3) >>
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40 0 obj
(Difficulties in Using Metrics in Feature Space)
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41 0 obj
<< /S /GoTo /D (section.1.4) >>
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(Research Questions)
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45 0 obj
<< /S /GoTo /D (section.1.5) >>
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(Contribution)
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49 0 obj
<< /S /GoTo /D (section.1.6) >>
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52 0 obj
(Formal Definitions and Notations)
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53 0 obj
<< /S /GoTo /D (section.1.7) >>
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56 0 obj
(Structure of the Thesis)
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57 0 obj
<< /S /GoTo /D (chapter.2) >>
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(Metrics and Metric Bias)
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<< /S /GoTo /D (section.2.1) >>
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(Introduction)
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<< /S /GoTo /D (section.2.2) >>
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(State-of-the-Art)
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<< /S /GoTo /D (section.2.3) >>
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(Evaluation of Medical Image Segmentation)
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<< /S /GoTo /D (section.2.4) >>
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(Evaluation Metric Overview)
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<< /S /GoTo /D (section.2.5) >>
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(Metric Analysis)
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<< /S /GoTo /D (section.2.6) >>
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(Metric Properties and Metric Selection Guidelines)
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<< /S /GoTo /D (section.2.7) >>
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(Metric Bias Inference)
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<< /S /GoTo /D (section.2.8) >>
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(Summary)
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<< /S /GoTo /D (chapter.3) >>
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(Computationally Intensive Metrics)
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<< /S /GoTo /D (section.3.1) >>
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(Introduction)
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<< /S /GoTo /D (section.3.2) >>
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(State-of-the-Art)
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<< /S /GoTo /D (section.3.3) >>
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(Calculating the Hausdorff Distance)
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<< /S /GoTo /D (section.3.4) >>
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(Analysis)
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<< /S /GoTo /D (section.3.5) >>
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(Average Distance between Image Segmentations)
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<< /S /GoTo /D (section.3.6) >>
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120 0 obj
(Summary)
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<< /S /GoTo /D (chapter.4) >>
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124 0 obj
(Formal Analysis of Hubness)
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<< /S /GoTo /D (section.4.1) >>
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(Introduction)
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<< /S /GoTo /D (section.4.2) >>
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(State-of-the-Art)
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<< /S /GoTo /D (section.4.3) >>
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(Distance Structure in High Dimensional Space)
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<< /S /GoTo /D (section.4.4) >>
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(Cause of Hubness)
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<< /S /GoTo /D (section.4.5) >>
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144 0 obj
(Hubness Indicator)
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<< /S /GoTo /D (section.4.6) >>
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(Analysis)
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<< /S /GoTo /D (section.4.7) >>
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152 0 obj
(Hubness Reduction)
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<< /S /GoTo /D (section.4.8) >>
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156 0 obj
(Testing with Real Data and other norms)
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157 0 obj
<< /S /GoTo /D (section.4.9) >>
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160 0 obj
(Summary)
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161 0 obj
<< /S /GoTo /D (chapter.5) >>
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164 0 obj
(Conclusion and Future Work)
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165 0 obj
<< /S /GoTo /D (section.5.1) >>
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168 0 obj
(Conclusion)
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169 0 obj
<< /S /GoTo /D (section.5.2) >>
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172 0 obj
(Future Work)
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173 0 obj
<< /S /GoTo /D (chapter.A) >>
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176 0 obj
(Metric Definitions and Algorithms)
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<< /S /GoTo /D (section.A.1) >>
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(2D and 3D Images)
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<< /S /GoTo /D (section.A.2) >>
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(Basic Cardinalities of the Confusion Matrix)
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<< /S /GoTo /D (section.A.3) >>
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188 0 obj
(Spatial Overlap Based Metrics)
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<< /S /GoTo /D (section.A.4) >>
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(Volume Based Metrics)
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<< /S /GoTo /D (section.A.5) >>
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(Pair Counting Based Metrics)
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<< /S /GoTo /D (section.A.6) >>
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(Information Theoretic Based Metrics)
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<< /S /GoTo /D (section.A.7) >>
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(Probabilistic Metrics)
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<< /S /GoTo /D (section.A.8) >>
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(Spatial Distance Based Metrics)
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<< /S /GoTo /D (section.A.9) >>
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(Multiple Definition of Metrics in the Literature)
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<< /S /GoTo /D (section.A.10) >>
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<< /S /GoTo /D (section*.64) >>
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