The guesture dataset consists of 14 different gesture classes, which include 'turn left', 'turn right', 'attention left', 'attention right', 'flap', 
'stop left', 'stop right', 'stop both', 'attention both', 'start', 'go back', 'close distance', 'speed up' and 'come near'. It is collected using a 
color camera with 640x480 resolution. Each of the 14 gestures is performed by three people. The same gesture is repeated three times by each person. 
Hence there are 126 video sequences for training which are captured using a fixed camera with the person viewed against a simple, static background. 
There are 168 video sequences for testing which are captured from a moving camera and in the presence of background clutter and other moving objects.

Contact: Zhuolin Jiang (zhuolin@umiacs.umd.edu)
         Zhe Lin (zhelin@umiacs.umd.edu)


Training set: 
Avi file name (person number-gesture number)-ground truth gesture classes

person 1_gesture1_turn left           frames 176-242, 260-331, 345-422
person 1_gesture2_turn right          frames 151-225, 240-322, 336-424
person 1_gesture3_attention left      frames 181-227, 247-291, 315-360
person 1_gesture4_attention right     frames 207-260, 272-327, 338-393
person 1_gesture5_flap                frames 185-253, 275-357, 380-460
person 1_gesture6_stop left           frames 185-250, 260-336, 350-420
person 1_gesture7_stop right          frames 195-280, 290-375, 395-475
person 1_gesture8_stop both           frames 190-280, 295-385, 405-493
person 1_gesture9_attention both      frames 190-240, 250-310, 312-360
person 1_gesture10_start              frames 156-218, 220-293, 296-372
person 1_gesture11_go back            frames 99-138, 140-174, 175-216
person 1_gesture12_close distance     frames 140-174, 180-215, 218-258
person 1_gesture13_speed up           frames 160-200, 210-250, 260-300
person 1_gesture14_come near          frames 140-180, 181-214, 215-253


person 2_gesture1_turn left           frames 140-195, 199-254, 258-306
person 2_gesture2_turn right          frames 20-64, 75-130, 135-190
person 2_gesture3_attention left      frames 130-180, 183-225, 235-266
person 2_gesture4_attention right     frames 24-72, 80-128, 131-183
person 2_gesture5_flap                frames 148-194, 200-245, 248-297
person 2_gesture6_stop left           frames 26-75, 80-140, 146-201
person 2_gesture7_stop right          frames 135-180, 185-240, 250-305
person 2_gesture8_stop both           frames 22-75, 83-132,140-192
person 2_gesture9_attention both      frames 120-158, 166-199, 206-238
person 2_gesture10_start              frames 16-78, 80-140, 141-205
person 2_gesture11_go back            frames 122-162, 163-194, 195-222
person 2_gesture12_close distance     frames 17-52, 55-90, 92-136
person 2_gesture13_speed up           frames 155-188, 192-227, 231-260
person 2_gesture14_come near          frames 55-77, 80-111, 114-148

person 3_gesture1_turn left           frames 116-162, 163-200, 202-240
person 3_gesture2_turn right          frames 2-39, 42-82, 84-122
person 3_gesture3_attention left      frames 136-182, 186-230, 234-274
person 3_gesture4_attention right     frames 20-65, 67-103, 106-142
person 3_gesture5_flap                frames 125-167, 171-218, 220-266
person 3_gesture6_stop left           frames 1-43, 47-96, 100-150
person 3_gesture7_stop right          frames 103-143, 145-190, 192-234
person 3_gesture8_stop both           frames 2-51, 53-103, 105-150
person 3_gesture9_attention both      frames 130-170, 171-203, 205-244
person 3_gesture10_start              frames 9-51, 52-88, 89-125
person 3_gesture11_go back            frames 115-141, 142-166, 167-190
person 3_gesture12_close distance     frames 15-40, 41-70, 71-90
person 3_gesture13_speed up           frames 14-38, 39-63, 65-84
person 3_gesture14_come near          frames 6-30, 32-56, 57-82


Testing set:
Avi file name (person number-gesture number)-ground truth gesture classes

person 1_gesture1_turn left           frames 62-106, 113-161, 169-222
person 1_gesture2_turn right          frames 57-104, 110-161, 165-221
person 1_gesture3_attention left      frames 48-78, 81-115, 119-160
person 1_gesture4_attention right     frames 58-90, 93-130, 132-169
person 1_gesture5_flap                frames 27-78, 83-138, 148-206
person 1_gesture6_stop left           frames 39-98, 102-167, 168-237
person 1_gesture7_stop right          frames 30-90, 95-155, 158-216
person 1_gesture8_stop both           frames 49-117, 118-184, 190-255
person 1_gesture9_attention both      frames 47-80, 81-123, 125-169
person 1_gesture10_start              frames 35-89, 90-149, 150-206
person 1_gesture11_go back            frames 40-64, 65-87, 88-103
person 1_gesture12_close distance     frames 73-96, 97-115, 116-139
person 1_gesture13_speed up           frames 23-46, 50-75, 79-105
person 1_gesture14_come near          frames 33-58, 59-84, 86-111


person 2_gesture1_turn left           frames 33-81, 85-137, 140-186
person 2_gesture2_turn right          frames 12-64, 68-122, 129-202
person 2_gesture3_attention left      frames 46-84, 92-124, 137-178
person 2_gesture4_attention right     frames 62-105, 106-148, 150-201
person 2_gesture5_flap                frames 17-63, 65-109, 113-160
person 2_gesture6_stop left           frames 21-65, 70-121, 123-178
person 2_gesture7_stop right          frames 34-80, 82-132, 135-179
person 2_gesture8_stop both           frames 33-81, 83-129, 140-193
person 2_gesture9_attention both      frames 43-83, 85-124, 126-172
person 2_gesture10_start              frames 1-59, 60-128, 129-208
person 2_gesture11_go back            frames 38-61, 62-87, 88-105
person 2_gesture12_close distance     frames 27-50, 54-84, 86-108
person 2_gesture13_speed up           frames 33-57, 58-89, 90-120
person 2_gesture14_come near          frames 55-82, 83-109, 110-140

person 3_gesture1_turn left           frames 19-50, 53-88, 89-132
person 3_gesture2_turn right          frames 69-103, 105-138, 140-176
person 3_gesture3_attention left      frames 51-92, 95-129, 132-166
person 3_gesture4_attention right     frames 56-93, 100-126, 130-165
person 3_gesture5_flap                frames 14-50, 51-88, 90-129
person 3_gesture6_stop left           frames 35-77, 81-118, 124-163
person 3_gesture7_stop right          frames 23-68, 70-111, 113-157
person 3_gesture8_stop both           frames 42-86, 89-129, 130-172
person 3_gesture9_attention both      frames 17-48, 50-85, 86-127
person 3_gesture10_start              frames 39-81, 83-122, 123-166
person 3_gesture11_go back            frames 39-56, 57-81, 82-108
person 3_gesture12_close distance     frames 29-59, 60-90, 91-116
person 3_gesture13_speed up           frames 64-92, 94-124, 126-151
person 3_gesture14_come near          frames 30-53, 55-80, 82-102


person 4_gesture1_turn left           frames 20-62, 64-106, 112-153
person 4_gesture2_turn right          frames 43-80, 84-122, 126-172
person 4_gesture3_attention left      frames 44-73, 76-109, 113-148
person 4_gesture4_attention right     frames 32-66, 68-104, 108-143
person 4_gesture5_flap                frames 18-72, 84-141, 150-203
person 4_gesture6_stop left           frames 62-124, 133-196, 199-266
person 4_gesture7_stop left           frames 48-100, 108-152, 162-220
person 4_gesture8_stop both           frames 60-117, 126-177, 189-247
person 4_gesture9_attention both      frames 33-66, 68-105, 108-143
person 4_gesture10_start              frames 70-119, 125-170, 185-234
person 4_gesture11_go back            frames 26-49, 50-76, 77-98
person 4_gesture12_close distance     frames 29-50, 51-77, 78-104
person 4_gesture13_speed up           frames 38-58, 59-85, 86-107
person 4_gesture14_come near          frames 36-58, 59-80, 81-105