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Published at December 6

Improving analytical color and texture similarity estimation methods for dataset-agnostic person reidentification

cs.CV

Released Date: December 6, 2024

Authors: Nikita Gabdullin¹

Aff.: ¹Joint Stock "Research and production company "Kryptonite"

Arxiv: http://arxiv.org/pdf/2412.05076v1

Refer to caption

Experiment	L	a	b	d	t	rank-1	rank-10	mAP
1. Base version	0.13	0.13	0.13	0.31	0.3	91	96	25
2. smaller t	0.15	0.15	0.15	0.3	0.25	90	96	24.6
3. larger t	0.1	0.1	0.1	0.3	0.4	87.6	95	21.8
4. d only	0	0	0	1	0	76	91	18
5. no d	0.24	0.23	0.23	0	0.3	84.5	95	19
6. no a,b	0.5	0	0	0.2	0.3	82.6	94	15.2
7. d > L	0.2	0.1	0.1	0.3	0.3	92.5	96	25.1
8. d < L	0.3	0.1	0.1	0.2	0.3	93.2	96	24.3
9. large L	0.25	0.15	0.15	0.15	0.3	93.1	96	24.2
10. low a,b	0.2	0.05	0.05	0.4	0.3	92.1	96	24.7
11. 9 with 6 (Table 3.1)	0.2	0.1	0.1	0.3	0.3	92.9	96	25.4