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Chapter and Conference Paper
Degen Generalized Cylinders and Their Properties
Generalized cylinder (GC) has played an important role in computer vision since it was introduced in the 1970s. While studying GC models in human visual perception of shapes from contours, Marr assumed that GC...
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Chapter and Conference Paper
Scene Aligned Pooling for Complex Video Recognition
Real-world videos often contain dynamic backgrounds and evolving people activities, especially for those web videos generated by users in unconstrained scenarios. This paper proposes a new visual representatio...
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Chapter and Conference Paper
Discovering Latent Clusters from Geotagged Beach Images
This paper studies the problem of estimating geographical locations of images. To build reliable geographical estimators, an important question is to find distinguishable geographical clusters in the world. Th...
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Chapter
Where the Photos Were Taken: Location Prediction by Learning from Flickr Photos
In this chapter, we explore the characteristics of geographically tagged Internet photos and determine their location based on the visual content. We develop a principled machine learning model to estimate geo...
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Chapter and Conference Paper
3DFPN-HS \(^2\) : 3D Feature Pyramid Network Based High Sensitivity and Specificity Pulmonary Nodule Detection
Accurate detection of pulmonary nodules with high sensitivity and specificity is essential for automatic lung cancer diagnosis from CT scans. Although many deep learning-based algorithms make great progress fo...
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Chapter and Conference Paper
Deep Active Learning for Effective Pulmonary Nodule Detection
Expensive and time-consuming medical imaging annotation is one of the big challenges for the deep learning-based computer-aided diagnosis (CAD) on the low-dose computed tomography (CT). To address this problem...