Optimization Preflight Report (standard_calc04)

Pre-optimization configuration and Radon-space sampling density analysis for dataset standard_calc04

General Configuration

30
Views to Optimize
1x
Binning Factor
20.0 mm
Object Radius
0.04°
Epipolar Angle Step
1494x1256
Original Image Size
1494x1256
Binned Image Size
1533
Radon Size (Alpha)
1952
Radon Size (T)
Parameters to Optimize:
  • detector_tilt: Value: 0.0, Range: [-2.0, 2.0]
  • axis_offset_x: Value: 0.0, Range: [-2.5, 2.5]
  • axis_offset_y: Value: 0.0, Range: [-2.5, 2.5]
Configured Optimization Stages & Settings:

Stage 1 (Powell)

Optimized Parameters: detector_tilt, axis_offset_x, axis_offset_y
Optimizer Settings: maxiter: 200, ftol: 1e-12

Stage 2 (L-BFGS-B)

Optimized Parameters: detector_tilt, detector_slant, detector_skew, axis_tilt_x, axis_tilt_y, axis_offset_x, axis_offset_y
Optimizer Settings: maxiter: 200, ftol: 1e-12, gtol: 1e-12

Radon-space Samples Matrix (n_ij)

This matrix represents the number of Epipolar Plane samples drawn from the DTR for each view pair (row i to column j).

ViewV0V1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28V29
V0-12441267130513631445155717131935226928404500450045004500045004500450045002840226919351713155714451363130512671244
V11244-1244126713051363144515571713193522692840450045004500450004500450045004500284022691935171315571445136313051267
V212671244-124412671305136314451557171319352269284045004500450045000450045004500450028402269193517131557144513631305
V3130512671244-12441267130513631445155717131935226928404500450045004500045004500450045002840226919351713155714451363
V41363130512671244-1244126713051363144515571713193522692840450045004500450004500450045004500284022691935171315571445
V514451363130512671244-124412671305136314451557171319352269284045004500450045000450045004500450028402269193517131557
V6155714451363130512671244-12441267130513631445155717131935226928404500450045004500045004500450045002840226919351713
V71713155714451363130512671244-1244126713051363144515571713193522692840450045004500450004500450045004500284022691935
V819351713155714451363130512671244-124412671305136314451557171319352269284045004500450045000450045004500450028402269
V9226919351713155714451363130512671244-12441267130513631445155717131935226928404500450045004500045004500450045002840
V102840226919351713155714451363130512671244-1244126713051363144515571713193522692840450045004500450004500450045004500
V1145002840226919351713155714451363130512671244-124412671305136314451557171319352269284045004500450045000450045004500
V12450045002840226919351713155714451363130512671244-12441267130513631445155717131935226928404500450045004500045004500
V134500450045002840226919351713155714451363130512671244-1244126713051363144515571713193522692840450045004500450004500
V1445004500450045002840226919351713155714451363130512671244-124412671305136314451557171319352269284045004500450045000
V15045004500450045002840226919351713155714451363130512671244-12441267130513631445155717131935226928404500450045004500
V164500045004500450045002840226919351713155714451363130512671244-1244126713051363144515571713193522692840450045004500
V1745004500045004500450045002840226919351713155714451363130512671244-124412671305136314451557171319352269284045004500
V18450045004500045004500450045002840226919351713155714451363130512671244-12441267130513631445155717131935226928404500
V194500450045004500045004500450045002840226919351713155714451363130512671244-1244126713051363144515571713193522692840
V2028404500450045004500045004500450045002840226919351713155714451363130512671244-124412671305136314451557171319352269
V21226928404500450045004500045004500450045002840226919351713155714451363130512671244-12441267130513631445155717131935
V221935226928404500450045004500045004500450045002840226919351713155714451363130512671244-1244126713051363144515571713
V2317131935226928404500450045004500045004500450045002840226919351713155714451363130512671244-124412671305136314451557
V24155717131935226928404500450045004500045004500450045002840226919351713155714451363130512671244-12441267130513631445
V251445155717131935226928404500450045004500045004500450045002840226919351713155714451363130512671244-1244126713051363
V2613631445155717131935226928404500450045004500045004500450045002840226919351713155714451363130512671244-124412671305
V27130513631445155717131935226928404500450045004500045004500450045002840226919351713155714451363130512671244-12441267
V281267130513631445155717131935226928404500450045004500045004500450045002840226919351713155714451363130512671244-1244
V2912441267130513631445155717131935226928404500450045004500045004500450045002840226919351713155714451363130512671244-

Parameter Sensitivity Sweeps

Pairwise Epipolar Consistency cost evaluated over the search range of each active parameter (with all other parameters kept at their baseline values).

detector_shift_u Sweep

detector_shift_u Sweep Plot

detector_shift_u Point Trajectories

detector_shift_u Trajectory SVG

detector_shift_v Sweep

detector_shift_v Sweep Plot

detector_shift_v Point Trajectories

detector_shift_v Trajectory SVG

detector_tilt Sweep

detector_tilt Sweep Plot

detector_tilt Point Trajectories

detector_tilt Trajectory SVG

detector_slant Sweep

detector_slant Sweep Plot

detector_slant Point Trajectories

detector_slant Trajectory SVG

detector_skew Sweep

detector_skew Sweep Plot

detector_skew Point Trajectories

detector_skew Trajectory SVG

axis_tilt_x Sweep

axis_tilt_x Sweep Plot

axis_tilt_x Point Trajectories

axis_tilt_x Trajectory SVG

axis_tilt_y Sweep

axis_tilt_y Sweep Plot

axis_tilt_y Point Trajectories

axis_tilt_y Trajectory SVG

axis_offset_x Sweep

axis_offset_x Sweep Plot

axis_offset_x Point Trajectories

axis_offset_x Trajectory SVG

axis_offset_y Sweep

axis_offset_y Sweep Plot

axis_offset_y Point Trajectories

axis_offset_y Trajectory SVG

Baseline Diagnostic Plots

Unoptimized System Geometry

Geometry Visualization

Epipolar Consistency Cost Matrix

Cost Image

Radon Space Trajectories (DTR) - First View

Radon Space Trajectories