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Detection and Tracking of Occluded People
Published on Oct 09, 201211623 Views
We consider the problem of detection and tracking of multiple people in crowded street scenes. State-of-the-art methods perform well in scenes with relatively few people, but are severely challenged
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Detection and Tracking of Occluded People00:00
Motivation (1)00:17
Motivation (2)00:27
Motivation (3)00:29
Motivation (4)00:35
Motivation (5)00:43
Related work: Tracking (1)01:10
Related work: Tracking (2)01:41
Related work: Tracking (3)01:47
Related work: Tracking (4)01:47
Related work: Tracking (5)01:49
Related work: Tracking (6)01:51
Related work: Tracking (7)01:52
Related work: Detection (1)01:59
Related work: Detection (2)02:13
Related work: Detection (3)02:48
Related work: Detection (4)02:54
MPII 2People dataset (1)02:59
MPII 2People dataset (2)03:08
MPII 2People dataset (3)03:13
MPII 2People dataset (4)03:20
MPII 2People dataset (5)03:27
MPII 2People dataset (6)03:29
MPII 2People dataset (7)03:30
MPII 2People dataset (8)03:33
MPII 2People dataset (10)03:36
Overview (1)04:02
Overview (2)04:02
Overview (3)04:12
Overview (4)04:15
Overview (5)04:18
Overview (6)04:25
Overview (7)04:27
Overview (8)04:29
Single-person detector (DPM) -104:32
Single-person detector (DPM) -204:36
Single-person detector (DPM) -304:41
Single-person detector (DPM) -404:48
Double-person detector -104:56
Double-person detector -205:24
Double-person detector -305:45
Double-person detector -405:54
Synthetic image generation (1)06:04
Synthetic image generation (2)06:33
Synthetic image generation (3)06:35
Synthetic image generation (4)06:44
Synthetic image generation (5)06:46
Experiment result (1)06:54
Experiment result (2)07:03
Experiment result (3)07:18
Experiment result (4)07:25
Experiment result (5)07:40
Experiment result (6)07:42
Overview (9)08:02
Overview (10)08:28
Joint detector (1)08:38
Joint detector (2)08:46
Joint detector (3)08:47
Joint detector (4)08:54
Joint detector (5)08:58
Joint detector (6)09:02
Joint detector (7)09:05
Joint detector (8)09:07
Joint detector (9)09:09
Joint detector (10)09:12
Joint detector (11)09:14
Joint detector (12)09:22
Joint detector (13)09:44
Joint detector (14)09:49
Joint detector (15)09:54
Joint detector (16)09:58
Two-level Non-Maximum Suppression (1)10:04
Two-level Non-Maximum Suppression (2)10:12
Two-level Non-Maximum Suppression (3)10:16
Two-level Non-Maximum Suppression (4)10:18
Two-level Non-Maximum Suppression (5)10:22
Two-level Non-Maximum Suppression (6)10:28
Two-level Non-Maximum Suppression (7)10:31
Two-level Non-Maximum Suppression (8)10:35
Two-level Non-Maximum Suppression (9)10:37
Two-level Non-Maximum Suppression (10)10:45
Two-level Non-Maximum Suppression (11)10:53
Two-level Non-Maximum Suppression (12)10:54
Two-level Non-Maximum Suppression (13)11:00
Two-level Non-Maximum Suppression (14)11:03
Two-level Non-Maximum Suppression (15)11:07
Experiments (1)11:09
Experiments (2)11:37
Experiments (3)11:47
Experiments (4)12:00
Experiments (5)12:18
Experiments (6)12:35
Experiments (7)12:41
Experiments (8)12:43
Experiments (9)12:52
Experiments (10)13:01
Result: Multi-person tracking (1)13:02
Result: Multi-person tracking (2)13:02
Result: Multi-person tracking (3)13:15
Result: Multi-person tracking (4)13:22
Result: Multi-person tracking (5)13:25
Result: Multi-person tracking (6)13:32
Result: Multi-person tracking (7)13:33
Result: Multi-person tracking (8)13:37
Result: Multi-person tracking (9)13:41
Result: Multi-person tracking (10)13:41
Conclusions (1)13:51
Conclusions (2)13:53
Conclusions (3)14:30
Thank you for your attention!14:54