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Adapting Grad-CAM for Embedding Networks
The gradient-weighted class activation mapping (Grad-CAM) method can fai...
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Pan-tilt-zoom SLAM for Sports Videos
We present an online SLAM system specifically designed to track pan-tilt...
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Sports Camera Calibration via Synthetic Data
Calibrating sports cameras is important for autonomous broadcasting and ...
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Learning Sports Camera Selection from Internet Videos
This work addresses camera selection, the task of predicting which camer...
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A Two-point Method for PTZ Camera Calibration in Sports
Calibrating narrow field of view soccer cameras is challenging because t...
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Backtracking Regression Forests for Accurate Camera Relocalization
Camera relocalization plays a vital role in many robotics and computer v...
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Light Cascaded Convolutional Neural Networks for Accurate Player Detection
Vision based player detection is important in sports applications. Accur...
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Convex Factorization Machine for Regression
We propose the convex factorization machine (CFM), which is a convex var...
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Optimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections
We consider stochastic strongly convex optimization with a complex inequ...
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Sparse Trace Norm Regularization
We study the problem of estimating multiple predictive functions from a ...
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