Examples of Bag of System Motion Classification

These are examples of semantic BoS motion classification on various data sets.  The human (ground-truth) classes alongside automated generated classes are shown with each example.


DynTex35 Classification examples:

Gtruth big_leaves blossom_tree1_closeup1 blossom_tree2_closeup1 boiling_water2_closeup boiling_water2_context
DTM-HEM big_leaves blossom_tree1_closeup1 blossom_tree2_closeup1 boiling_water2_closeup boiling_water2_context
Gtruth curly-hair danube danube_close danube_far escalator1_context
DTM-HEM curly-hair danube danube_close danube_far escalator1_context
Gtruth escalator2_context escalator3_closeup1 escalator3_closeup2 flag_close flame
DTM-HEM escalator2_context escalator3_closeup1 escalator3_closeup2 flag_close flame
Gtruth lift_downward naked_tree rideau_jaune see_waves shower_drops1
DTM-HEM lift_downward naked_tree rideau_jaune see_waves shower_drops1
Gtruth shower_low shower_medium shower_strong small_leaves smoke
DTM-HEM shower_low shower_medium shower_strong small_leaves smoke
Gtruth square_sheet steam1_closeup1 steam1_closeup2 steam1_context1 straw
DTM-HEM square_sheet steam1_closeup2 steam1_closeup2 steam1_context1 straw
Gtruth straw_far streaming_water1_closeup streaming_water2_closeup updown_tide water_grass
DTM-HEM straw_far streaming_water1_closeup streaming_water2_closeup updown_tide water_grass

UCLA9 C8 Classification examples:

Gtruth boiling boiling boiling
DTM-HEM boiling boiling boiling
Gtruth boiling fire fire
DTM-HEM boiling fire fire
Gtruth fire fire flowers
DTM-HEM fire fire flowers
Gtruth flowers flowers flowers
DTM-HEM flowers flowers flowers
Gtruth flowers flowers fountain
DTM-HEM flowers flowers fountain
Gtruth fountain fountain fountain
DTM-HEM fountain fountain fountain
Gtruth fountain fountain fountain
DTM-HEM fountain fountain fountain
Gtruth fountain fountain fountain
DTM-HEM fountain fountain fountain
Gtruth sea sea sea
DTM-HEM sea sea sea
Gtruth sea sea sea
DTM-HEM sea smoke smoke
Gtruth smoke smoke water
DTM-HEM sea smoke water
Gtruth water water water
DTM-HEM water water water
Gtruth water water waterfall
DTM-HEM water water waterfall
Gtruth waterfall waterfall waterfall
DTM-HEM waterfall waterfall waterfall
Gtruth waterfall waterfall waterfall
DTM-HEM waterfall waterfall waterfall

UCLA39 Classification examples:

Gtruth flowers-c-mid flowers-c-mid flowers-c-mid flowers-c-mid flowers-d-mid flowers-d-mid
DTM-HEM flowers-c-mid flowers-c-mid flowers-d-near flowers-c-mid plant-d-mid plant-d-mid
Gtruth flowers-d-mid flowers-d-mid flowers-d-near flowers-d-near flowers-d-near flowers-d-near
DTM-HEM plant-u-far flowers-d-mid flowers-d-near plant-f-far plant-f-far flowers-d-near
Gtruth fountain-a-far fountain-a-far fountain-a-far fountain-a-far fountain-a-mid fountain-a-mid
DTM-HEM plant-f-far fountain-a-mid plant-f-far fountain-a-mid flowers-c-mid flowers-c-mid
Gtruth fountain-a-mid fountain-a-mid fountain-a-near fountain-a-near fountain-a-near fountain-a-near
DTM-HEM flowers-c-mid flowers-c-mid fountain-a-near fountain-a-near fountain-a-near fountain-a-near
Gtruth fountain-b-near fountain-b-near fountain-b-near fountain-b-near plant-a-far plant-a-far
DTM-HEM fountain-b-near fountain-b-near fountain-b-near fountain-b-near flowers-c-mid plant-l-mid
Gtruth plant-a-far plant-a-far plant-a-near plant-a-near plant-a-near plant-a-near
DTM-HEM flowers-c-mid flowers-c-mid plant-a-near plant-a-near plant-a-near plant-a-near
Gtruth plant-c-mid plant-c-mid plant-c-mid plant-c-mid plant-d-mid plant-d-mid
DTM-HEM plant-c-mid plant-c-mid plant-c-mid plant-c-mid plant-d-mid plant-d-mid
Gtruth plant-d-mid plant-d-mid plant-d-near plant-d-near plant-d-near plant-d-near
DTM-HEM flowers-d-mid plant-d-mid plant-d-near plant-d-near plant-f-near plant-a-near
Gtruth plant-e-mid plant-e-mid plant-e-mid plant-e-mid plant-e-near plant-e-near
DTM-HEM plant-a-near plant-d-near plant-a-near plant-a-near plant-d-near plant-d-near
Gtruth plant-e-near plant-e-near plant-f-far plant-f-far plant-f-far plant-f-far
DTM-HEM plant-d-near plant-d-near plant-a-near plant-q-far plant-u-far plant-a-near
Gtruth plant-f-near plant-f-near plant-f-near plant-f-near plant-g-mid plant-g-mid
DTM-HEM plant-f-near plant-f-near plant-f-near plant-d-near flowers-d-mid flowers-d-mid
Gtruth plant-g-mid plant-g-mid plant-g-near plant-g-near plant-g-near plant-g-near
DTM-HEM plant-a-near plant-a-near plant-g-mid plant-g-near plant-g-near plant-e-mid
Gtruth plant-h-mid plant-h-mid plant-h-mid plant-h-mid plant-h-near plant-h-near
DTM-HEM plant-d-mid plant-d-mid plant-d-mid flowers-d-mid plant-m-mid plant-e-near
Gtruth plant-h-near plant-h-near plant-i-mid plant-i-mid plant-i-mid plant-i-mid
DTM-HEM plant-h-near plant-h-near plant-i-mid plant-i-mid plant-i-mid plant-i-mid
Gtruth plant-i-near plant-i-near plant-i-near plant-i-near plant-l-mid plant-l-mid
DTM-HEM plant-i-near plant-i-near plant-i-near plant-i-near plant-f-far plant-f-far
Gtruth plant-l-mid plant-l-mid plant-m-mid plant-m-mid plant-m-mid plant-m-mid
DTM-HEM flowers-d-near flowers-d-near plant-a-near plant-a-near plant-a-near plant-d-near
Gtruth plant-m-near plant-m-near plant-m-near plant-m-near plant-n-mid plant-n-mid
DTM-HEM plant-m-near plant-m-near plant-m-near plant-m-near plant-e-near plant-e-near
Gtruth plant-n-mid plant-n-mid plant-o-far plant-o-far plant-o-far plant-o-far
DTM-HEM plant-e-near flowers-d-near plant-s-far plant-s-far plant-s-far plant-s-far
Gtruth plant-q-far plant-q-far plant-q-far plant-q-far plant-s-far plant-s-far
DTM-HEM plant-q-far plant-q-far plant-u-far plant-u-far plant-s-far plant-s-mid
Gtruth plant-s-far plant-s-far plant-s-mid plant-s-mid plant-s-mid plant-s-mid
DTM-HEM plant-s-far plant-s-far plant-s-mid plant-s-mid plant-s-mid plant-s-mid
Gtruth plant-t-mid plant-t-mid plant-t-mid plant-t-mid plant-t-near plant-t-near
DTM-HEM plant-f-far plant-f-far flowers-d-near plant-g-mid plant-e-mid plant-e-mid
Gtruth plant-t-near plant-t-near plant-u-far plant-u-far plant-u-far plant-u-far
DTM-HEM plant-e-mid plant-s-far plant-u-far plant-q-far plant-u-far plant-u-far
Gtruth see-a-mid see-a-mid see-a-mid see-a-mid smoke-b smoke-b
DTM-HEM see-a-mid see-a-mid see-a-mid see-a-mid smoke-b smoke-b
Gtruth smoke-b smoke-b wfalls-a-near wfalls-a-near wfalls-a-near wfalls-a-near
DTM-HEM smoke-b smoke-b wfalls-a-near wfalls-a-near wfalls-a-near wfalls-a-near
Gtruth wfalls-b-near wfalls-b-near wfalls-b-near wfalls-b-near wfalls-c-near wfalls-c-near
DTM-HEM wfalls-b-near wfalls-b-near wfalls-b-near wfalls-b-near wfalls-c-near wfalls-c-near
Gtruth wfalls-c-near wfalls-c-near wfalls-d-near wfalls-d-near wfalls-d-near wfalls-d-near
DTM-HEM wfalls-c-near wfalls-c-near wfalls-d-near wfalls-d-near wfalls-d-near wfalls-d-near