imagej · Epivitae · Jan 17, 2026 · Jan 17, 2026
diff --git 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.
 
-<br>
 <br>
 
-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
 
-<br>
-<br>
+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`.
 
-<br>
 <br>
 
-**🛠️ 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) |
+| **RIA-J**<br>(Ratio Imaging Analyzer) | **Publication-grade ratiometric analysis.**<br>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**<br>(Fluorescence Image Aligner) | **Motion correction & Registration.**<br>Robustly stabilizes live-animal time-lapse datasets (Global & Dense Flow) before quantification. | [GitHub](https://github.com/Epivitae/FIA-Fluorescence-Image-Aligner) |
+| **NIA**<br>(Neural Inference Assistant) | **Zero-setup AI denoising.**<br>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**<br>(Metadata Inspection Analyzer) | **Metadata explorer.**<br>Instantly extracts hidden tags (Olympus .oir, OME-XML) and exports summaries to Excel/CSV. | [GitHub](https://github.com/Epivitae/MIA-Metadata-Inspection-Analyzer) |
+| **WinMan**<br>(Window Manager) | **Workspace accelerator.**<br>Efficiently manages, tiles, and filters multiple image windows to keep your workspace clean. | [GitHub](https://github.com/Epivitae/WinMan) |
diff --git a/_pages/plugins/3d-viewer/fia.md 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:<br>**Name:** `Biosensor Tools`<br>**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.*
diff --git a/_pages/plugins/3d-viewer/nia.md 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:<br>**Name:** `Biosensor Tools`<br>**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.*
diff --git a/_pages/plugins/3d-viewer/winman.md 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:<br>**Name:** `Biosensor Tools`<br>**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.*