Contour array image of Benign. by Puneet Thapar (21464240)

Contour array image of Melanoma. by Puneet Thapar (21464240)

Measurement of shortest distance from contour of spatial domains. by Shunsuke A. Sakai (13789939)

Contour stimuli generation. by Fenil R. Doshi (2879801)

Algorithm detection steps. by José M. Rivera-Arbeláez (12418512)

The probability density function of points in feature space of variance versus mean of the local field for (0,3] and (0,3] displayed as a contour-plot. by Ali Talebi (7164203)

(A) Noisy, tracked contour of a larva in gray and regularized contour in orange. by Alexandre Blanc (2412262)

Results of organizational mining algorithms for dosimetrist. by Mohammad Bakhtiari (11838264)

The process mining types and algorithms discussed in this paper. by Mohammad Bakhtiari (11838264)

(a): These systems were simulated for (0,3] and (0,3] without the prior knowledge about different phases, and the probability density function of points in feature space illustrate... by Ali Talebi (7164203)

Conformance checking metrics comparisons using two algorithms. by Mohammad Bakhtiari (11838264)

Discovered processes for variants 1 and 2: A) The process model was discovered using the heuristic miner algorithm for variant 1 in by Mohammad Bakhtiari (11838264)

Visual representations of the event log using different notations and process discovery algorithms: A) Heuristics Net, B) Process Tree, C) BPMN, and D) Petri Net, E) DFG. by Mohammad Bakhtiari (11838264)

Workflow of SpatialKNifeY algorithm. by Shunsuke A. Sakai (13789939)

Algorithm testing environment settings. by Hua Song (113155)

“…In this study, an interactive 3D modeling design model based on Bezier curve and Harris corner detection algorithm is constructed. First, the output image is denoised, and then the improved Harris corner detection algorithm is used to obtain the feature points, which ensures the clarity of the image while extracting the key features. …”

Adaptive media filtering algorithm flowchart. by Hua Song (113155)

“…In this study, an interactive 3D modeling design model based on Bezier curve and Harris corner detection algorithm is constructed. First, the output image is denoised, and then the improved Harris corner detection algorithm is used to obtain the feature points, which ensures the clarity of the image while extracting the key features. …”

PSNR values for different denoising algorithms. by Hua Song (113155)

“…In this study, an interactive 3D modeling design model based on Bezier curve and Harris corner detection algorithm is constructed. First, the output image is denoised, and then the improved Harris corner detection algorithm is used to obtain the feature points, which ensures the clarity of the image while extracting the key features. …”

Configuration of training parameters. by Fangzhe Chang (20896737)

“…These metrics significantly surpass those of the original YOLOv5ds, which recorded values of 0.81483 for accuracy, 0.51332 for recall, 0.63552 for AP at 0.5, and 0.34922 for mAP. The algorithm effectively corrects target displacement deviations in non-orthogonal images and achieves more objective and accurate contour extraction, meeting the requirements for rapid extraction. …”

The principle of surface compression. by Fangzhe Chang (20896737)

“…These metrics significantly surpass those of the original YOLOv5ds, which recorded values of 0.81483 for accuracy, 0.51332 for recall, 0.63552 for AP at 0.5, and 0.34922 for mAP. The algorithm effectively corrects target displacement deviations in non-orthogonal images and achieves more objective and accurate contour extraction, meeting the requirements for rapid extraction. …”

Accuracy comparison results. by Fangzhe Chang (20896737)

“…These metrics significantly surpass those of the original YOLOv5ds, which recorded values of 0.81483 for accuracy, 0.51332 for recall, 0.63552 for AP at 0.5, and 0.34922 for mAP. The algorithm effectively corrects target displacement deviations in non-orthogonal images and achieves more objective and accurate contour extraction, meeting the requirements for rapid extraction. …”