We propose a novel online multiple object tracker taking structure information into account. State-of-the-art multi-object tracking (MOT) approaches commonly focus on discriminative appearance features, while neglect in different levels structure information and the core of data association. Addressing this, we design a new tracker fully exploiting structure information and encoding such information into the cost function of the graph matching model. Firstly, a new measurement is proposed to compare the structure similarity of two graphs whose nodes are equal. With this measurement, we define a complete matching which performs association in high efficiency. Secondly, for incomplete matching scenarios, a structure keeper net (SKnet) is designed to adaptively establish the graph for matching. Finally, we conduct extensive experiments on benchmarks including MOT2015 and MOT17. The results demonstrate the competitiveness and practicability of our tracker.
In this article, the kernel-based methods explained by a graph embedding framework are analyzed and their nature is revealed,
i.e. any kernel-based method in a graph embedding framework is equivalent to kernel principal component analysis plus its
corresponding linear one. Based on this result, the authors propose a complete kernel-based algorithms framework. Any algorithm
in our framework makes full use of two kinds of discriminant information, irregular and regular. The proposed algorithms framework
is tested and evaluated using the ORL, Yale and FERET face databases. The experiment results demonstrate the effectiveness
of our proposed algorithms framework. 相似文献
The objective of this study is to develop a tri-rotor flying robot, which adopts the Y-shaped three-rotor structure. In order to balance the yaw torque produced by the three rotors, the RC servomotor and linkage is installed on the tail axis in order to improve the angle of the rolling axis of the tail motor. Moreover, through the torque generated by the horizontal component of the lift from the inclined motor on the tail axis, it balances the yaw torque of the three rotors. The dynamic equations of the tri-rotor flying robot are determined in this paper. The relationship between motor thrust, angular acceleration, and voltage input was also studied in this research. In order to study the effect of control parameters on the flight stability completely, this study develops a universal stability experimental platform to help tuning the control parameters safely. Based on this, the tri-rotor flying robot can rapidly change flying gesture and avoid oscillation. Finally, we conducted some indoor and outdoor flight tests. From the experimental results, the tri-rotor flying robot can fly and hover stably in the sky. 相似文献
In the presence of mixed micelle of a cationic and a nonionic surfactants,the reaction of scandium(Ⅲ)with phenylfluorone or its derivatives results in a very sensitive colouration:furthermore this chromophoricsystem tolerates the existence of a considerable amount of masking agents,so that many interfering ions can bemasked and its selectivity would be further improved.After studying the optimum conditions and main charac-ters of some similar systems,the system of Sc(Ⅲ)—Orthonitrophenyuorone—CetyltrimethylammoniumBromide(CTMAB)—Triton X-200 is chosen for the spectrophotometric determination of microamount ofscandium.The proposed method shows not only high sensitivity(with a molar absorptivity of 2.12×1~sLmol~(-1)·cm~(-1))and selectivity,but also high tolerance of chromophoric conditions.Beer's law is obeyed over arange of 0~6.0 μg Sc/25ml.If the dual-wavelength method is applied,a much higher molar absorptivity o|"3.04×10~5L·mol~(-1)·cm~(-1)than those of other systems ever reported in the literatures can be attained:more-over.its linear range is extended to 0~8.0 μg Sc/25ml and its reproducibility is also improved. 相似文献
Two experiments, with 80 undergraduates, replicated and extended research by R. T. Croyle and J. Cooper (see record 1984-11595-001) indicating that cognitive dissonance involves physiological arousal. In Exp I, Ss wrote counterattitudinal essays under conditions of high or low choice and, to assess arousal effects owing to effort, with or without a list of arguments provided by the experimenter. In high-choice conditions only and regardless of effort, Ss showed both arousal (heightened galvanic skin response) and attitude change. Arousal, however, did not decline following attitude change. The more effortful task (no arguments provided) produced increased arousal but not greater attitude change. In Exp II, the opportunity to change one's attitude following a freely chosen counterattitudinal essay was manipulated. As in Exp I, arousal increased following the essay but did not decline following a postessay attitude change opportunity. When Ss were not given an attitude change opportunity, however, arousal did decline. It is suggested that if dissonance is a drive state, drive reduction typically may be accomplished through gradual cognitive change or forgetting. (47 ref) (PsycINFO Database Record (c) 2010 APA, all rights reserved) 相似文献
A model for the compressive buckling of an extended polymer chain is presented. The application of classical elastic instability analysis to an idealized polymer chain reveals that the bending rigidity and critical buckling loads for a chain are proportional to the force constants for valence bond angle bending and torsion. Highly oriented polymer fibres are treated as a collection of elastic chains that interact laterally. The critical stresses to buckle this collection of chains are calculated following a procedure developed to predict the compressive strengths of fibre-reinforced composites. This buckling stress is predicted to be equal to the shear modulus of the fibres and is the limiting value of compressive strength. Comparison of experimental and predicted values shows that the theory overestimates the compressive strength, but that there is a correlation of shear modulus with axial compressive strength. Consideration of flaws in both the theory and the material indicate that the compressive strength should be proportional to either the shear modulus or shear strength of the fibres.Nomenclature
P
axial compressive load (force)
-
Pcr
critical buckling load (force)
-
M,Mi
bending moments
-
l
length of a link
-
p
number of links
-
k
elastic hinge constant
-
,
i
angular rotation of hinges
-
L
overall chain or column length
-
v,vi
lateral deflection of buckled chain or column
-
x, y, z
Cartesian coordinate axes
-
E
Young's modulus of isotropic column
-
I
moment of inertia
-
aij
matrix coefficients
-
Ap
coefficient for exact buckling loads of chains
- T
energy change due to work of external load on buckled column or chain
- U1
bending strain energy change of buckled column or chain
- U2, U2e
, U2s
strain energy changes in elastic foundation, where e refers to extension mode buckling and s refers to shear mode buckling
-
Et
transverse modulus
-
G
longitudinal shear modulus
-
b
dimension associated with chain packing
-
A
cross-sectional area per chain (=b2)
-
f(x)
curve fitted to shape of buckled chain
-
m,n,r
integers
-
an
coefficients of trigonometric series
-
y
normal strain iny-direction
-
y
normal stress iny-direction
-
xy
shear strain inxy plane
-
xy
shear stress inxy plane
-
ux
displacement inx-direction
-
uy
displacement iny-direction
-
V
volume 相似文献