Performance Evaluation of Object Detection Algorithm Using Ant Colony Optimization Based Image Segmentation

Kaur, Amarjot; Kaur, Navleen

doi:10.1109/iccubea.2017.8463867

Cited by 5 publications

(2 citation statements)

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The marker 'g' has a place with best particles among occupants and V_m1,V_m2… … ..V_(md )Represents the different speeds of the particles. Condition (1) portrays the speed modification over the procedure and condition (2) shows the refreshing of position for each fly molecule. On the off chance that the estimation of V_(md )is more noteworthy than the client particular limit Vmax this outcomes into the progressively modification of Vmax esteem Figure 2 Standard flowchart of PSO The steps used are specified below:…”

Section: Particle Swarm Optimizationmentioning

confidence: 99%

“…This deprivation arises in many forms such as action haze, noise or if the camera is unable to focus. In cases of degradation which deals with the moving parts, it is feasible to move toward the high-quality estimation of the parameters which leads to removal of this blur/ haze effect in order to achieve the better quality [2]. There are certain cases where the quality of an image is reduced due to the presence of noise.…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Analysis of Various Optimization Techniques in Machine Learning

Kaur¹

2021

TURCOMAT

View full text Add to dashboard Cite

Optimization model the goal of solving a task in the paramount way providing the best results and it implies a best view point for solving query or we can also define optimization as a way of probing an another solution with the maximum cost efficient and utmost practicable performance under the required constraints, by increasing the preferred factor and reducing the unprefferable ones. This increase provides the utmost result or inference without any obstacles or complications. In this paper, various optimization techniques with respect to image processing are studied, where image processing deals with certain tasks and they are Image segmentation, image compression, image enhancement, image restoration (in painting).This paper provides basic knowledge of some optimization techniques.

show abstract

Section: Particle Swarm Optimizationmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%