cff-version: 1.2.0
message: "If you use this software, please cite it as below."
type: software
title: "Eric's Image Processing Nodes for ComfyUI"
abstract: "Advanced image processing nodes for ComfyUI providing 40+ algorithms including traditional denoising (wavelet, NLM, BM3D), AI models (DnCNN, SwinIR, SCUNet, NAFNet), frequency domain processing, and specialized film grain handling with GPU acceleration."
authors:
  - family-names: "Hiss"
    given-names: "Eric"
    email: "eric@historic.camera"
    alias: "EricRollei"
repository-code: "https://github.com/EricRollei/Eric_Image_Processing_Nodes"
url: "https://github.com/EricRollei/Eric_Image_Processing_Nodes"
license: "CC-BY-NC-4.0"
version: "1.0.0"
date-released: "2025-11-06"
keywords:
  - "image processing"
  - "denoising"
  - "ComfyUI"
  - "computer vision"
  - "deep learning"
  - "wavelet"
  - "BM3D"
  - "film grain"
  - "GPU acceleration"
  - "image restoration"
references:
  - type: article
    title: "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
    authors:
      - family-names: "Zhang"
        given-names: "Kai"
      - family-names: "Zuo"
        given-names: "Wangmeng"
      - family-names: "Chen"
        given-names: "Yunjin"
      - family-names: "Meng"
        given-names: "Deyu"
      - family-names: "Zhang"
        given-names: "Lei"
    journal: "IEEE Transactions on Image Processing"
    volume: 26
    issue: 7
    year: 2017
    doi: "10.1109/TIP.2017.2662206"
    notes: "DnCNN algorithm implementation"
  
  - type: conference-paper
    title: "Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis"
    authors:
      - family-names: "Zhang"
        given-names: "Kai"
      - family-names: "Li"
        given-names: "Yawei"
      - family-names: "Liang"
        given-names: "Jingyun"
    conference: "European Conference on Computer Vision (ECCV)"
    year: 2022
    notes: "SCUNet algorithm implementation"
  
  - type: conference-paper
    title: "SwinIR: Image Restoration Using Swin Transformer"
    authors:
      - family-names: "Liang"
        given-names: "Jingyun"
      - family-names: "Cao"
        given-names: "Jiezhang"
      - family-names: "Sun"
        given-names: "Guolei"
    conference: "IEEE/CVF International Conference on Computer Vision (ICCV)"
    year: 2021
    doi: "10.1109/ICCVW54120.2021.00210"
    notes: "SwinIR algorithm implementation"
  
  - type: conference-paper
    title: "Simple Baselines for Image Restoration"
    authors:
      - family-names: "Chen"
        given-names: "Liangyu"
      - family-names: "Chu"
        given-names: "Xiaojie"
      - family-names: "Zhang"
        given-names: "Xiangyu"
    conference: "European Conference on Computer Vision (ECCV)"
    year: 2022
    notes: "NAFNet algorithm implementation"
  
  - type: article
    title: "Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering"
    authors:
      - family-names: "Dabov"
        given-names: "Kostadin"
      - family-names: "Foi"
        given-names: "Alessandro"
      - family-names: "Katkovnik"
        given-names: "Vladimir"
      - family-names: "Egiazarian"
        given-names: "Karen"
    journal: "IEEE Transactions on Image Processing"
    volume: 16
    issue: 8
    year: 2007
    doi: "10.1109/TIP.2007.901238"
    notes: "BM3D algorithm (GPU-accelerated implementation via pytorch-bm3d)"