Blind Deconvolution of Binary and Pattern Images with Pixel Intensity Constraints and Sparse Gradient Prior

arXiv:2609.23268 · cs.CV, math.OC · Submitted 2026-09-20 · Read on arXiv

cs.CV, math.OC

Submitted: 2026-09-20

Updated: 2026-09-20

Code: https://github.com/xuesyang/PIC-BID

Terminology

• Sparsity — 13× in this paper · explained in 4 episodes
• Regularization — 7× in this paper · explained in 3 episodes
• Accuracy — 5× in this paper · explained in 1 episode
• Clustering — 4× in this paper · explained in 2 episodes
• Inverse Problem — 3× in this paper · explained in 2 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Ablation study — 1× in this paper · explained in 1 episode
• Adversarial Model — 1× in this paper · explained in 1 episode
• Alternating Minimization — 1× in this paper · explained in 1 episode
• Blurred Signal-to-Noise Ratio — 1× in this paper
• Consistency — 1× in this paper · explained in 3 episodes
• Core — 1× in this paper · explained in 2 episodes
• Generalizability — 1× in this paper · explained in 6 episodes
• Peak Signal-to-Noise Ratio — 1× in this paper
• Robustness — 1× in this paper · explained in 5 episodes
• Structural Similarity Index Metric — 1× in this paper

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