Latest Research in Visual Fidelity Synthesis

121 research papers · 2026 median publication year

Top Research Topics in Visual Fidelity Synthesis

Highest-Cited Papers

  1. Unpaired mural-baimiao generation via gradient-frequency decoupling and structure-guided synergistic attention
  2. Attention Mechanism Guided Content-Aware No-Reference Image Quality Assessment
  3. A multi-operator deep-learning approach to preserve visual integrity in content-aware image retargeting task
  4. Adversarial noise generation modeling-based image denoising method for low-light CMOS sensors
  5. Training-Adaptive Convolutional Sparse Coding via Information Bottleneck for Robust Visual Representation
  6. Unifying Image Quality Assessment Datasets: MOSAIQ-500K and MOSAIQ-Bench
  7. The dual-net multi-scale fusion framework for the digital preservation and creative transformation of intangible cultural heritage
  8. A Phase Field Model for Image Decomposition and Smoothing
  9. Improving Adversarial Transferability in No-Reference Image Quality Assessment via Consensus-Guided Distillation and Local Perceptual Attack
  10. Non-Gradient Quaternion Training Matrix Modifications for Color-Image Distillation
  11. A Gradient Flow Approach to Solving Inverse Problems with Latent Diffusion Models
  12. CARA: Collision-Aware Resolution Adaptation for Multiresolution Hash Encoding Based Image Fitting
  13. High-Fidelity Video Quality Assessment with VQA-Specific Saliency
  14. Spatially Adaptive Noise Injection
  15. A Non-Linear Neuron Based Detection of Isolated Pixels in Binary and Grayscale Images using Contrast Sensitive Receptive Fields
  16. Toward a Simulated Avian Visual System: Connectome Mapping of the Pigeon Tectofugal Pathway as a Biologically-Grounded CNN Alternative
  17. Toward a Simulated Avian Visual System: Connectome Mapping of the Pigeon Tectofugal Pathway as a Biologically-Grounded CNN Alternative
  18. Enhancing Low-resolution Image Representation Through Normalizing Flows
  19. tcnerv:dual-domain temporal context modeling for implicit neural video compression
  20. Bridging the Perceptual Gap: Residual-Enhanced Downscaling and Manifold-Aware Perception Alignment Adaptation for NR-IQA

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L2 Region - - 2026 Sep Q3

Visual Fidelity Synthesis

121 papers

Top Topics (10)

Computer Vision and Pattern Recognition65
Image and Video Processing8
Generative Adversarial Networks and Image Synthesis7
Machine Learning5
Image and Video Quality Assessment4
Image Enhancement Techniques3
Machine Learning3
Advanced Image Processing Techniques3
Visual Attention and Saliency Detection2
Advanced Memory and Neural Computing2

Top Publications (20)

1.Unpaired mural-baimiao generation via gradient-frequency decoupling and structure-guided synergistic attention2.Attention Mechanism Guided Content-Aware No-Reference Image Quality Assessment3.A multi-operator deep-learning approach to preserve visual integrity in content-aware image retargeting task4.Adversarial noise generation modeling-based image denoising method for low-light CMOS sensors5.Training-Adaptive Convolutional Sparse Coding via Information Bottleneck for Robust Visual Representation6.Unifying Image Quality Assessment Datasets: MOSAIQ-500K and MOSAIQ-Bench7.The dual-net multi-scale fusion framework for the digital preservation and creative transformation of intangible cultural heritage8.A Phase Field Model for Image Decomposition and Smoothing9.Improving Adversarial Transferability in No-Reference Image Quality Assessment via Consensus-Guided Distillation and Local Perceptual Attack10.Non-Gradient Quaternion Training Matrix Modifications for Color-Image Distillation11.A Gradient Flow Approach to Solving Inverse Problems with Latent Diffusion Models12.CARA: Collision-Aware Resolution Adaptation for Multiresolution Hash Encoding Based Image Fitting13.High-Fidelity Video Quality Assessment with VQA-Specific Saliency14.Spatially Adaptive Noise Injection15.A Non-Linear Neuron Based Detection of Isolated Pixels in Binary and Grayscale Images using Contrast Sensitive Receptive Fields16.Toward a Simulated Avian Visual System: Connectome Mapping of the Pigeon Tectofugal Pathway as a Biologically-Grounded CNN Alternative17.Toward a Simulated Avian Visual System: Connectome Mapping of the Pigeon Tectofugal Pathway as a Biologically-Grounded CNN Alternative18.Enhancing Low-resolution Image Representation Through Normalizing Flows19.tcnerv:dual-domain temporal context modeling for implicit neural video compression20.Bridging the Perceptual Gap: Residual-Enhanced Downscaling and Manifold-Aware Perception Alignment Adaptation for NR-IQA

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Latest Research in Visual Fidelity Synthesis (2026) | TGRS