Additional visualizations of VISION XL

Baseline comparisons

Zoomed view

Measurement
ADMM-TV
SVI
Ours
1_1
1_2
1_3
1_4
Measurement
ADMM-TV
SVI
Ours
2_1
2_2
2_3
2_4
Measurement
ADMM-TV
SVI
Ours
3_1
3_2
3_3
3_4
Measurement
ADMM-TV
SVI
Ours
1_1
1_2
1_3
1_4
Measurement
ADMM-TV
SVI
Ours
2_1
2_2
2_3
2_4
Measurement
ADMM-TV
SVI
Ours
3_1
3_2
3_3
3_4
Measurement
ADMM-TV
SVI
Ours
1_1
1_2
1_3
1_4
Measurement
ADMM-TV
SVI
Ours
2_1
2_2
2_3
2_4
Measurement
ADMM-TV
SVI
Ours
3_1
3_2
3_3
3_4

Baseline comparisons (SR)

Zoomed view

Measurement
DiffIR2VR
SVI
Ours
1_1
1_2
1_3
1_4
Measurement
DiffIR2VR
SVI
Ours
2_1
2_2
2_3
2_4
Measurement
DiffIR2VR
SVI
Ours
3_1
3_2
3_3
3_4

Ablation studies

Effect of initialization

Random noise
Batch-consistent noise
Batch-consistent inversion
1_1
1_2
1_3
Random noise
Batch-consistent noise
Batch-consistent inversion
1_1
1_2
1_3

Ablation studies

Effect of low-pass filter (Zoomed view)

No LPF
LPF (λ = 1)
LPF (λ = 2)
1_1
1_2
1_3
No LPF
LPF (λ = 1)
LPF (λ = 2)
1_1
1_2
1_3