Informed Democracy: Voting-based Novelty Detection for Action Recognition

Understand

Novelty detection is crucial for real-life applications.

• While it is common in activity recognition to assume a closed-set setting, i.e.
• test samples are always of training categories, this assumption is impractical in a real-world scenario.
• Test samples can be of various categories including those never seen before during training.