Overaid bounding box legend:

Thin white bounding box: HAAR detections [Method 1]
Grayish thicker bounding box: (3D segmentation + blob filtering + HOG detections) [Method 2]

Note that the combined detection happens if i) Method 2 succeds; or ii) Method 2 fails but then Method 1 succeeds.