KI-Glossar
Das vollständige Wörterbuch der Künstlichen Intelligenz
R-CNN (Region-based CNN)
Family of algorithms that use convolutional neural networks to extract features from candidate regions in an image before classifying each region.
Deep Sort
Multi-object tracking algorithm that combines detection with deep learning to maintain consistent identities for objects moving over time.
Video Object Segmentation
Process that separates pixel by pixel objects of interest from the rest of the video scene, enabling more precise localization than simple bounding boxes.
Feature Tracking
Technique that identifies and tracks specific interest points or visual features across successive images in a video sequence.
Video Frame Interpolation
Technique that generates intermediate frames between two existing frames to increase smoothness or improve detection of fast-moving objects.
3D Object Detection in Video
Advanced technique that estimates the three-dimensional position, orientation, and dimensions of objects from two-dimensional video sequences.