From b77824c86e1fec9da938ed583e238830a0f117a8 Mon Sep 17 00:00:00 2001 From: epivitae Date: Sat, 17 Jan 2026 20:12:33 +0800 Subject: [PATCH] NIA, FIA, MIA, WinMan plugin sites added --- _pages/people/Epivitae.md | 31 ++++------ _pages/plugins/3d-viewer/fia.md | 95 ++++++++++++++++++++++++++++++ _pages/plugins/3d-viewer/nia.md | 70 ++++++++++++++++++++++ _pages/plugins/3d-viewer/winman.md | 78 ++++++++++++++++++++++++ _pages/plugins/mia.md | 64 ++++++++++++++++++++ _pages/plugins/ria-j.md | 2 +- 6 files changed, 321 insertions(+), 19 deletions(-) create mode 100644 _pages/plugins/3d-viewer/fia.md create mode 100644 _pages/plugins/3d-viewer/nia.md create mode 100644 _pages/plugins/3d-viewer/winman.md create mode 100644 _pages/plugins/mia.md diff --git a/_pages/people/Epivitae.md b/_pages/people/Epivitae.md index 3db4a1747..665af70e6 100644 --- a/_pages/people/Epivitae.md +++ b/_pages/people/Epivitae.md @@ -10,8 +10,6 @@ affiliation: - Chimeric Nano Sensor (CNS) Team | https://www.cns.ac.cn/ forum: Epivitae github: Epivitae -stackoverflow: -openhub: twitter: bio_sensor researchgate: Kui-Wang-37 orcid: 0000-0002-9436-3632 @@ -20,34 +18,31 @@ scholar: RFAVjC4AAAAJ I am a Postdoctoral Fellow at the Institute of Neuroscience (ION), CAS, where I lead the **[Chimeric Nano Sensor (CNS) Team](https://www.cns.ac.cn)**. My research focuses on the development of genetically encoded fluorescent biosensors and their application in studying neurochemical dynamics in live animals. -

-Below are the open-source software tools I developed to facilitate imaging analysis. +## 🔬 Biosensor Tools -### 🔬 Biosensor Tools +I develop **Biosensor Tools**, a suite of open-source ImageJ/Fiji plugins designed for ratiometric imaging, motion correction, metadata inspection, and AI-powered denoising. -A collection of ImageJ/Fiji plugins for ratiometric imaging, motion correction, and workspace management. +### 📥 Installation -
-
+The easiest way to install and stay up-to-date is via the **Fiji Update Site**: -**📥 Installation via Fiji Update Site** -To install or update these plugins, please use the **Biosensor Tools** update site: 1. Open Fiji and navigate to `Help > Update...` 2. Click `Manage update sites`. -3. Click `Add update site` and fill in: - - **Name:** Biosensor Tools - - **URL:** `https://sites.imagej.net/Biosensor-Tools/` +3. Click `Add update site` and enter: + * **Name:** `Biosensor Tools` + * **URL:** `https://sites.imagej.net/Biosensor-Tools/` 4. Close the window and click `Apply changes`. -

-**🛠️ Plugin List** +### 🛠️ Plugin List | Plugin | Description | Links | | :--- | :--- | :--- | -| **RIA-J** (Ratio Imaging Analyzer) | Publication-grade analysis for ratiometric biosensors. Features background subtraction, pixel-by-pixel ratio calculation, and IMD mode. | [Wiki](https://imagej.net/plugins/ria-j) / [GitHub](https://github.com/Epivitae/RIA-J) | -| **FIA** (Fluorescence Image Analyzer) | A robust tool for image registration and motion correction. Designed to stabilize live-animal time-lapse datasets before quantification. | [GitHub](https://github.com/Epivitae/FIA) | -| **WinMan** (Window Manager) | A workflow utility for efficiently managing the ImageJ workspace. Allows tiling, organizing, and controlling multiple image/result windows simultaneously. | [GitHub](https://github.com/Epivitae/WinMan) | \ No newline at end of file +| **RIA-J**
(Ratio Imaging Analyzer) | **Publication-grade ratiometric analysis.**
Features background subtraction, pixel-by-pixel ratio calculation, and IMD display mode. | [Wiki](https://imagej.net/plugins/ria-j) / [GitHub](https://github.com/Epivitae/RIA-J) | +| **FIA**
(Fluorescence Image Aligner) | **Motion correction & Registration.**
Robustly stabilizes live-animal time-lapse datasets (Global & Dense Flow) before quantification. | [GitHub](https://github.com/Epivitae/FIA-Fluorescence-Image-Aligner) | +| **NIA**
(Neural Inference Assistant) | **Zero-setup AI denoising.**
Runs deep learning models (DnCNN) directly in Java via ONNX Runtime. No Python, no CUDA required. Supports 5D hyperstacks. | [GitHub](https://github.com/Epivitae/NIA-Denoise) / [DOI](https://doi.org/10.5281/zenodo.18244343) | +| **MIA**
(Metadata Inspection Analyzer) | **Metadata explorer.**
Instantly extracts hidden tags (Olympus .oir, OME-XML) and exports summaries to Excel/CSV. | [GitHub](https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer) | +| **WinMan**
(Window Manager) | **Workspace accelerator.**
Efficiently manages, tiles, and filters multiple image windows to keep your workspace clean. | [GitHub](https://github.com/Epivitae/WinMan) | \ No newline at end of file diff --git a/_pages/plugins/3d-viewer/fia.md b/_pages/plugins/3d-viewer/fia.md new file mode 100644 index 000000000..8fc468b9b --- /dev/null +++ b/_pages/plugins/3d-viewer/fia.md @@ -0,0 +1,95 @@ +--- +title: FIA +categories: [Registration, Motion Correction, Analysis] +icon: /media/icons/FIA.png +source-url: "https://github.com/Epivitae/FIA-Fluorescence-Image-Aligner" +update-site: "Biosensor Tools" +release-version: v3.1.0 +support-status: Active +team-founders: ['@Epivitae'] +team-maintainers: ['@Epivitae'] +--- +{%- assign github = page.github -%} +{%- assign release-version = page.release-version -%} +{%- assign release-date = page.release-date -%} +{%- assign dev-status = page.dev-status -%} +{%- unless team-maintainers -%} {%- assign team-maintainers = page.team-maintainer -%} {%- endunless -%} + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18206931.svg)](https://doi.org/10.5281/zenodo.18206931) + +**FIA (Fluorescence Image Aligner)** is a robust motion correction plugin designed to solve the full spectrum of motion artifacts in biological time-lapse microscopy. + +Developed by **Dr. Kui Wang** at the Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Sciences, FIA bridges the gap between high-precision rigid alignment and non-rigid deformation correction. It is specialized for Calcium Imaging (G/R-CaMP), Voltage Imaging, and long-term live cell monitoring. + +Author: [Kui Wang](people/Epivitae), CEBSIT, CAS. For questions please use the [GitHub Issues](https://github.com/Epivitae/FIA-Fluorescence-Image-Aligner/issues) or tag @Epivitae on image.sc. + +## Key Features + +* **Dual-Engine Core**: + * **OpenCV ECC**: Best for high-precision, sub-pixel rigid alignment (Rotation/Translation). + * **Dense Flow (New Standard)**: State-of-the-art local deformation correction using Farnebäck optical flow. Handles internal tissue warping and soft tissue deformation better than rigid methods. +* **Scientific Integrity (Intensity Preservation)**: + * FIA guarantees that your **ΔF/F** analysis remains valid. + * *Navigation*: Motion vectors are calculated using noise-reduced (CLAHE), contrast-enhanced temporary frames. + * *Transport*: These vectors are applied to your **original raw data** using cubic interpolation. No artificial contrast is written to your final image. +* **Smart "Super Reference"**: + * In **Dense Flow** mode, FIA creates a reference anchor by averaging `N` frames. This eliminates the "floating anchor" problem caused by shot noise in single-frame references. + +## Installation & Update + +FIA is distributed via the **Biosensor Tools** Fiji Update Site. + +1. Open **Fiji / ImageJ**. +2. Navigate to **Help › Update...** +3. Click **Manage update sites**. +4. Check **Biosensor Tools** from the list. +5. Click **Apply and Close**, then restart Fiji. + +{% include notice icon="info" content="If the site is missing from the list, you can add it manually:
**Name:** `Biosensor Tools`
**URL:** `https://sites.imagej.net/Biosensor-Tools/`" %} + +## Usage Guide + +### 1. Mode Selection + +FIA offers three operational modes tailored to different biological samples: + +| Mode | Type | Best Application | +| :--- | :--- | :--- | +| **Global** | Rigid / Affine | **General Drift Correction.** Corrects XY translation and rotation. Recommended for behaving animal tracking or whole-brain imaging. | +| **Dense Flow** | Non-Rigid (Optical Flow) | **95% of Biological Samples.** Uses *Super Reference + CLAHE*. Best for noisy fluorescence, brain slices, and in vivo imaging where local deformation occurs. | +| **Elastic** | Non-Rigid (Raw) | **High-SNR Data.** Uses raw optical flow without preprocessing. Best for binary masks, artificial beads, or clean data where contrast enhancement is unnecessary. | + +### 2. Parameter Tuning + +The **Smart UI** adapts based on your selected mode. + +#### For Dense Flow Mode: +* **Flow WinSize**: The "field of view" for local alignment. + * *Small (5)*: Captures fine jitter. + * *Large (15+)*: Captures global tissue waves. +* **Ref Depth**: Number of frames averaged to create the "Super Reference" (Default: 5). Higher values reduce noise in the reference anchor. +* **Poly N**: Smoothing factor. *5* provides sharper motion borders, while *7* offers smoother flow fields but may blur distinct motion boundaries. + +#### For Global Mode: +* **Max Iterations**: The loop limit for Rigid/Affine calculation. +* **Precision**: Convergence threshold (epsilon). + +## Algorithms + +FIA is built upon established computer vision algorithms to ensure reliability: + +1. **Non-Rigid Registration**: Based on Farnebäck's polynomial expansion (2003) combined with CLAHE (Contrast Limited Adaptive Histogram Equalization) for robustness against uneven illumination. +2. **Rigid Alignment**: Utilizes Parametric Image Alignment using Enhanced Correlation Coefficient (ECC) Maximization (Evangelidis & Psarakis, 2008). +3. **Legacy Stabilization**: Includes a fallback engine based on the classic Lucas-Kanade optical flow. + +## Citation & DOI + +If you use FIA in your research, please cite the permanent Zenodo record: + +Wang, K. (2026). FIA: Fluorescence Image Aligner - Robust Motion Correction for ImageJ/Fiji (v3.1.0). Zenodo. https://doi.org/10.5281/zenodo.18206931 + +* **Repository**: [https://github.com/Epivitae/FIA-Fluorescence-Image-Aligner](https://github.com/Epivitae/FIA-Fluorescence-Image-Aligner) +* **CNS Team**: [Chimeric Nano Sensor Team](https://www.cns.ac.cn/) + +--- +*Developed by Kui Wang © 2026. Part of the **Biosensor Tools** suite.* \ No newline at end of file diff --git a/_pages/plugins/3d-viewer/nia.md b/_pages/plugins/3d-viewer/nia.md new file mode 100644 index 000000000..a50a85780 --- /dev/null +++ b/_pages/plugins/3d-viewer/nia.md @@ -0,0 +1,70 @@ +--- +title: NIA +categories: [Denoising, Machine Learning, Restoration] +icon: /media/icons/NIA.png +source-url: "https://github.com/Epivitae/NIA-Denoise" +update-site: "Biosensor Tools" +release-version: v1.0.0 +support-status: Active +team-founders: ['@Epivitae'] +team-maintainers: ['@Epivitae'] +--- +{%- assign github = page.github -%} +{%- assign release-version = page.release-version -%} +{%- assign release-date = page.release-date -%} +{%- assign dev-status = page.dev-status -%} +{%- unless team-maintainers -%} {%- assign team-maintainers = page.team-maintainer -%} {%- endunless -%} + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18244343.svg)](https://doi.org/10.5281/zenodo.18244343) + +**NIA (Neural Inference Assistant)** is a native, AI-powered denoising plugin that brings deep learning to ImageJ/Fiji without the configuration headache. + +Developed by **Dr. Kui Wang** at the Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Sciences, NIA is built on the embedded **ONNX Runtime**. It allows biologists to run advanced denoising models directly in Java, eliminating the need for external Python environments, Conda, or complex CUDA setups. + +Author: [Kui Wang](people/Epivitae), CEBSIT, CAS. For questions please use the [GitHub Issues](https://github.com/Epivitae/NIA-Denoise/issues) or tag @Epivitae on image.sc. + +## Key Features + +* **Zero Configuration**: Runs natively in Fiji. No Python installation, no Conda environments, and no dedicated GPU setup required. +* **Proven Architecture**: Comes with a built-in, optimized **DnCNN** model (based on *Zhang et al., 2017*) specifically tuned for fluorescence microscopy. +* **Extensible**: Supports loading custom user-trained models in the standard `.onnx` format. +* **5D Hyperstack Support**: Seamlessly processes complex datasets (X, Y, Channel, Z-Slice, and Time-lapse) with auto-iterating logic. +* **Smart Normalization**: Auto-detects bit-depth (8/16/32-bit) and applies consistent normalization to prevent "flickering" artifacts in time-lapse videos. + +## Installation & Update + +NIA is distributed via the **Biosensor Tools** Fiji Update Site. + +1. Open **Fiji / ImageJ**. +2. Navigate to **Help › Update...** +3. Click **Manage update sites**. +4. Check **Biosensor Tools** from the list. +5. Click **Apply and Close**, then restart Fiji. + +{% include notice icon="info" content="If the site is missing from the list, you can add it manually:
**Name:** `Biosensor Tools`
**URL:** `https://sites.imagej.net/Biosensor-Tools/`" %} + +## Usage Guide + +1. **Open Image**: Load your noisy image or stack in Fiji. +2. **Launch**: Go to `Plugins › Biosensor Tools › NIA Denoise (AI)`. +3. **Select Model**: + * **Built-in (DnCNN)**: Recommended for general fluorescence microscopy (confocal/widefield). + * **Custom ONNX**: Select this to load your own `.onnx` model file. +4. **Run**: Click **Start Denoising**. The plugin will process the stack and output a new denoised window. + +## Citation & References + +If you use NIA in your research, please cite the software DOI: + +**Wang, K. (2026).** NIA Denoise: User-Friendly AI Denoising Plugin for ImageJ/Fiji (v1.0.0). *Zenodo*. https://doi.org/10.5281/zenodo.18244343 + +* **Repository**: [https://github.com/Epivitae/NIA-Denoise](https://github.com/Epivitae/NIA-Denoise) +* **CNS Team**: [Chimeric Nano Sensor Team](https://www.cns.ac.cn/) + +### Methodology Reference +The built-in model relies on the DnCNN architecture. Please also credit the original methodology: + +> **Zhang, K., Zuo, W., Chen, Y., Meng, D., & Zhang, L. (2017).** Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising. *IEEE Transactions on Image Processing*, 26(7), 3142–3155. + +--- +*Developed by Kui Wang © 2026. Part of the **Biosensor Tools** suite.* \ No newline at end of file diff --git a/_pages/plugins/3d-viewer/winman.md b/_pages/plugins/3d-viewer/winman.md new file mode 100644 index 000000000..2c1ffd111 --- /dev/null +++ b/_pages/plugins/3d-viewer/winman.md @@ -0,0 +1,78 @@ +--- +title: WinMan +categories: [Utilities, Workflow, Interface] +icon: /media/icons/WinMan.png +source-url: "https://github.com/Epivitae/WinMan" +update-site: "Biosensor Tools" +release-version: v1.0.0 +support-status: Active +team-founders: ['@Epivitae'] +team-maintainers: ['@Epivitae'] +--- +{%- assign github = page.github -%} +{%- assign release-version = page.release-version -%} +{%- assign release-date = page.release-date -%} +{%- assign dev-status = page.dev-status -%} +{%- unless team-maintainers -%} {%- assign team-maintainers = page.team-maintainer -%} {%- endunless -%} + +[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18224551.svg)](https://doi.org/10.5281/zenodo.18224551) + +**WinMan (Window Manager & Workflow Accelerator)** is a lightweight utility designed to solve the "Desktop Explosion" problem in high-throughput microscopy workflows. + +Developed by **Dr. Kui Wang** at the Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Sciences, WinMan acts as a digital housekeeper. It provides granular control over open windows, batch processing tools, and system resource monitoring with a modern, compact interface. + +Author: [Kui Wang](people/Epivitae), CEBSIT, CAS. For questions please use the [GitHub Issues](https://github.com/Epivitae/WinMan/issues) or tag @Epivitae on image.sc. + +## Key Features + +* **Smart Filtering Engine**: + * **Close Match**: Instantly close all windows containing a specific keyword (e.g., remove all `C1-` channels). + * **Keep Match (Inverse Logic)**: The killer feature. Type `Final` and click **Keep Match** to close everything *except* your final results. + * **Safety First**: "Close ALL" includes a confirmation dialog to prevent accidental data loss. +* **Batch Image Tools**: + * **Auto Contrast All**: Applies intelligent histogram stretching (`Enhance Contrast, saturated=0.35`) to **ALL** open images instantly. Eliminates repetitive manual adjustments. + * **Reset Zoom All**: Resets all image windows to 100% zoom level for standardized viewing. +* **System Health Monitor**: + * Features an integrated **Memory Bar** showing live RAM usage. + * **One-Click GC**: Clicking the memory bar triggers immediate Garbage Collection to free up system resources. + +## Installation & Update + +WinMan is distributed via the **Biosensor Tools** Fiji Update Site. + +1. Open **Fiji / ImageJ**. +2. Navigate to **Help › Update...** +3. Click **Manage update sites**. +4. Check **Biosensor Tools** from the list. +5. Click **Apply and Close**, then restart Fiji. + +{% include notice icon="info" content="If the site is missing from the list, you can add it manually:
**Name:** `Biosensor Tools`
**URL:** `https://sites.imagej.net/Biosensor-Tools/`" %} + +## Usage Guide + +### 1. Filter Logic Examples + +| Function | Input Example | Action | Use Case | +| :--- | :--- | :--- | :--- | +| **Close Match** | `.csv` | Closes any window with ".csv" in title. | Cleaning up intermediate data tables. | +| **Keep Match** | `Final` | Closes everything **EXCEPT** "Final" windows. | Isolating processed results for export. | +| **Close Match** | `C2-` | Closes all Channel 2 images. | Removing reference channels after alignment. | + +### 2. Interface Controls + +* **Window Layout**: + * **Tile**: Arranges images in a grid without overlap (Optimized algorithm). + * **Cascade**: Stacks images diagonally with titles visible. +* **Status Footer**: Displays operation feedback (e.g., "Closed 12 windows") and real-time Memory usage. + +## Citation & DOI + +If you use this software in your research, please cite the permanent Zenodo record: + +Wang, K. (2026). WinMan: A Modern Window Manager and Workflow Accelerator for ImageJ/Fiji (v1.0.0). Zenodo. https://doi.org/10.5281/zenodo.18224551 + +* **Repository**: [https://github.com/Epivitae/WinMan](https://github.com/Epivitae/WinMan) +* **CNS Team**: [Chimeric Nano Sensor Team](https://www.cns.ac.cn/) + +--- +*Developed by Kui Wang © 2026. Part of the **Biosensor Tools** suite.* \ No newline at end of file diff --git a/_pages/plugins/mia.md b/_pages/plugins/mia.md new file mode 100644 index 000000000..9781ecf53 --- /dev/null +++ b/_pages/plugins/mia.md @@ -0,0 +1,64 @@ +--- +title: MIA +categories: [Metadata, Utilities, Analysis] +icon: /media/icons/MIA.png +source-url: "https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer" +update-site: "Biosensor Tools" +release-version: v1.0.0 +support-status: Active +team-founders: ['@Epivitae'] +team-maintainers: ['@Epivitae'] +--- +{%- assign github = page.github -%} +{%- assign release-version = page.release-version -%} +{%- assign release-date = page.release-date -%} +{%- assign dev-status = page.dev-status -%} +{%- unless team-maintainers -%} {%- assign team-maintainers = page.team-maintainer -%} {%- endunless -%} + +[![Release](https://img.shields.io/github/v/release/Epivitae/MIA-Metadata-Inspection-Analyzer?color=blue)](https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer/releases) + +**MIA (Metadata Inspection Analyzer)** is a streamlined, user-friendly ImageJ/Fiji plugin designed for instant extraction and visualization of microscopy metadata. + +Developed by **Dr. Kui Wang** at the Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Sciences, it fills the gap between basic file information and complex OME-XML parsing, offering a "drag-and-drop" solution for biologists. + +Author: [Kui Wang](people/Epivitae), CEBSIT, CAS. For questions please use the [GitHub Issues](https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer/issues) or tag @Epivitae on image.sc. + +## Key Features + +* **Instant Inspection**: Simply **drag & drop** any microscopy file to immediately view dimensions (XYZT), pixel size, and time intervals without opening the full image. +* **Deep Extraction**: + * **Olympus (.oir)**: Advanced parsing of proprietary tags often hidden by standard readers (e.g., Exact Laser Lines, Emission Ranges, Real-Time Intervals). + * **General (.czi, .lif, .nd2)**: Full standard OME-XML support via Bio-Formats integration. +* **Spectrum Mapping**: Auto-generates color-coded tags for Excitation/Emission wavelengths (e.g., ● Ex488), making channel identification effortless. +* **One-Click Reporting**: Exports a comprehensive CSV report (Excel compatible) containing both the summary and the full raw metadata tree for data auditing. + +## Installation & Update + +MIA is distributed via the **Biosensor Tools** Fiji Update Site. + +1. Open **Fiji / ImageJ**. +2. Navigate to **Help › Update...** +3. Click **Manage update sites**. +4. Check **Biosensor Tools** from the list. +5. Click **Apply and Close**, then restart Fiji. + +{% include notice icon="info" content="If the site is missing from the list, you can add it manually:
**Name:** `Biosensor Tools`
**URL:** `https://sites.imagej.net/Biosensor-Tools/`" %} + +## Usage Workflow + +1. **Launch**: Start the plugin via `Plugins › Biosensor Tools › MIA`. +2. **Inspect**: Drag and drop a microscopy file (`.oir`, `.czi`, `.nd2`, etc.) directly into the panel. +3. **Review**: Check the **Key Parameters** summary for quick acquisition details. +4. **Export**: Click **"Export Report"** to save all metadata to a local CSV file for lab notebooks or publications. + +## Citation & DOI + +If you use this software in your research, please cite the software and the repository: + +Wang, K. (2026). MIA: Metadata Inspection Analyzer - A Lightweight Metadata Extraction Tool for ImageJ/Fiji (v1.0.0). [Software]. Available at https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer + +* **Repository**: [https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer](https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer) +* **CNS Team**: [Chimeric Nano Sensor Team](https://www.cns.ac.cn/) + +--- +*Developed by Kui Wang © 2026. Part of the **Biosensor Tools** suite developed for genetically encoded indicators and neurochemical analysis.* \ No newline at end of file diff --git a/_pages/plugins/ria-j.md b/_pages/plugins/ria-j.md index fc6785571..b4f51b93c 100644 --- a/_pages/plugins/ria-j.md +++ b/_pages/plugins/ria-j.md @@ -21,7 +21,7 @@ team-maintainers: ['@Epivitae'] Developed by **Dr. Kui Wang** at the Center for Excellence in Brain Science and Intelligence Technology (CEBSIT), Chinese Academy of Sciences, it serves as the native Java counterpart to the Python-based RIA software. -Author: [Kui Wang](www.cns.ac.cn), CEBSIT, CAS. For questions please use the [GitHub Issues](https://github.com/Epivitae/RIA-J/issues) or tag @Epivitae on image.sc. +Author: [Kui Wang](people/Epivitae), CEBSIT, CAS. For questions please use the [GitHub Issues](https://github.com/Epivitae/RIA-J/issues) or tag @Epivitae on image.sc. ## Key Features