Quiz EE501

Which early face-detection method combined Haar-like features with AdaBoost?

• HOG + SVM

• SIFT

• Viola–Jones

• YOLOv1

In the 2025 guide, the YOLO family (e.g., YOLOv10) is classified as which detector type?

• Two-stage

• Transformer-only

• Anchor-free

• One-stage

Which well-known benchmark dataset starting with the letter “C” is listed among the object-detection datasets?

• CityFlow

• COCO

• CIFAR-10

• CamVid

In the Task Taxonomy table, which task predicts bounding boxes plus class labels?

• Classification

• Semantic segmentation

• Detection

• Panoptic segmentation

The Metrics section mentions AP / mAP. What does “AP” stand for?

• Average Performance

• Adjusted Precision

• Average Precision

• Area-Precision

Thresholding (Otsu, adaptive) is grouped under which segmentation category?

• Edge-based

• Clustering-based

• Graph-based

• Region-based

Canny and Sobel operators are examples of ______________ segmentation.

• Region-based

• Clustering-based

• Edge-based

• Graph-based

K-Means, which partitions pixels into K clusters, belongs to what family?

• Edge-based

• Clustering-based

• Graph-based

• Region-based

The Boykov–Jolly Graph Cut algorithm is listed under which category?

• Clustering-based

• Edge-based

• Graph-based

• CNN-based

Which classical method treats image intensity as a topographic surface that “floods” to form basins?

• Active Contour

• Region Growing

• Watershed Transform

• Superpixels (SLIC)