{"id":18463690,"url":"https://github.com/alvii147/imagenoiseinterpolation","last_synced_at":"2025-04-28T13:33:04.320Z","repository":{"id":108458549,"uuid":"431902994","full_name":"alvii147/ImageNoiseInterpolation","owner":"alvii147","description":"Noise Interpolation for Colored Images","archived":false,"fork":false,"pushed_at":"2023-04-04T19:46:50.000Z","size":86067,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-16T16:57:57.574Z","etag":null,"topics":["image-processing","noise-detection","signal-processing"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alvii147.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-11-25T16:02:06.000Z","updated_at":"2021-12-25T20:28:29.000Z","dependencies_parsed_at":"2024-12-25T07:56:29.407Z","dependency_job_id":null,"html_url":"https://github.com/alvii147/ImageNoiseInterpolation","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alvii147%2FImageNoiseInterpolation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alvii147%2FImageNoiseInterpolation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alvii147%2FImageNoiseInterpolation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alvii147%2FImageNoiseInterpolation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alvii147","download_url":"https://codeload.github.com/alvii147/ImageNoiseInterpolation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251319913,"owners_count":21570472,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["image-processing","noise-detection","signal-processing"],"created_at":"2024-11-06T09:07:39.987Z","updated_at":"2025-04-28T13:32:59.283Z","avatar_url":"https://github.com/alvii147.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image Noise Interpolation\n\nThis repository contains the replication of the color image noise interpolation methods to correct impulsive noise, outlined in [this paper](https://ieeexplore.ieee.org/document/1595367). See [documentation](https://alvii147.github.io/ImageNoiseInterpolation/build/html/index) for more details, see [report](https://alvii147.github.io/ImageNoiseInterpolation/report/ECE_313_Course_Project) for walkthrough.\n\n## Installation\n\nClone the repository,\n\n```bash\ngit clone https://github.com/alvii147/ImageNoiseInterpolation.git\n```\n\nNavigate to cloned directory,\n\n```bash\ncd ImageNoiseInterpolation/\n```\n\nSet up and activate Python virtual environment (optional),\n\n```bash\npython3 -m venv env\n# Linux/MacOS\nsource env/bin/activate\n# Windows\nsource env/Scripts/activate\n```\n\nInstall dependencies,\n\n```bash\npip3 install -r requirements.txt\n```\n\n## Quickstart\n\n### Original Image\n\n![Original](img/birb.png)\n\n### Noisy Image\n\n```bash\npython3 noisify.py birb.png birb_noisy.png -p 0.02 -n 0.02\n```\n\n![Noisy](img/birb_noisy.png)\n\n### Interpolated Image\n\n```bash\npython3 interpolate.py birb_noisy.png birb_interpolated.png\n```\n\n\n\n![Interpolated](img/birb_interpolated.png)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falvii147%2Fimagenoiseinterpolation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falvii147%2Fimagenoiseinterpolation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falvii147%2Fimagenoiseinterpolation/lists"}