Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computer Vision and Pattern Recognition — 9 papers
• Machine Learning — 7 papers
• Image and Signal Denoising Methods — 5 papers
• Image and Video Processing — 2 papers
• Methodology — 2 papers
• Advanced Neuroimaging Techniques and Applications — 2 papers
• EEG and Brain-Computer Interfaces — 2 papers
• Neuroethics, Human Enhancement, Biomedical Innovations — 1 papers
• Embodied and Extended Cognition — 1 papers
• Artificial Intelligence — 1 papers

Highest-Cited Papers

1. Multi-resolution enhancement for full-spectrum neural representations (2 citations)
2. A Testable Computational Framework for Cognitive Enhancement: Information Input, Understanding Emergence, and Bounded Error Dynamics
3. A Testable Computational Framework for Cognitive Enhancement: Information Input, Understanding Emergence, and Bounded Error Dynamics
4. Compression Hurts, Pooling Helps: Information Loss in Rayleigh-Scale Estimation from B-Mode Ultrasound
5. Variable-Projection Sparse Functional Principal Component Analysis: Interpretable Functional Dimensionality Reduction with Applications to Raman Spectral Data
6. The Attention Within: Consensus Dynamics in Selective State Space Models
7. Noise2Noise Revisited: Training Pair Distributions Dominate Loss Choice in Self-Supervised Denoising
8. Real image denoising algorithm based on the feature adaptive sharing network
9. Beyond Episodic AI: Cognitive Field Networks for Biologically Inspired Persistent Cognition
10. Statistical Analysis of Denoising Filter Effects on GLCM Texture Features
11. Multimodal Signal Restoration with Signed Twofold Graph Learning
12. Statistical Analysis of Denoising Filter Effects on GLCM Texture Features
13. Newton Deep Unfolding for Compressed Sensing
14. Direct Conditional Transition Sampling for Diffusion Inverse Problems
15. Can one regularizer reproduce posterior means at two noise levels?
16. Tunable Latent Generative Priors for Compressed Sensing and Inverse Problems
17. Constrained Denoising, Empirical Bayes, and Optimal Transport
18. Theoretical Analysis of Measure Consistency Regularization for Partially Observed Data
19. Hyperspectral Anomaly Detection via Group Sparse Low-Rank Tensor Factorization With Automatic Anomaly Grouping
20. ALNet: An Adaptive Lateral-Interaction Spiking Neural Network for Event-Based Motion Deblurring