Implement Motion-Compensated Temporal Filtering (MCTF)

.dockerignore

@@ -0,0 +1,47 @@
+# Git
+.git
+.gitignore
+
+.cursor
+
+# Python cache
+__pycache__
+*.pyc
+*.pyo
+*.pyd
+.Python
+*.so
+*.egg
+*.egg-info
+dist
+build
+.ipynb_checkpoints
+
+# Virtual environments
+venv
+env
+ENV
+
+# Jupyter
+.ipynb_checkpoints
+*.ipynb_checkpoints
+
+# Test outputs
+*.avi
+*.mp4
+*.png
+*.tif
+*.npz
+encoded*
+decoded*
+
+# BUT allow requirements.txt
+!requirements.txt
+
+# IDE
+.vscode
+.idea
+
+# OS
+.DS_Store
+Thumbs.db

.gitignore

@@ -0,0 +1,3 @@
+.ipynb_checkpoints
+__pycache__
+_tmp/

Dockerfile

@@ -0,0 +1,30 @@
+FROM ubuntu:22.04
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    python3 \
+    python3-pip \
+    git \
+    ffmpeg \
+    wget \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install venv dependencies, create venv, and upgrade pip in venv
+RUN python3 -m pip install --no-cache-dir --upgrade pip \
+    && python3 -m pip install --no-cache-dir virtualenv
+
+RUN python3 -m virtualenv /root/envs/VCF
+
+COPY requirements.txt .
+
+RUN /root/envs/VCF/bin/pip install --no-cache-dir --upgrade pip \
+    && /root/envs/VCF/bin/pip install --no-cache-dir jupyterlab \
+    && /root/envs/VCF/bin/pip install -r requirements.txt \
+    && /root/envs/VCF/bin/pip install --no-cache-dir ipykernel \
+    && /root/envs/VCF/bin/python -m ipykernel install --user --name vcf --display-name "Python (VCF)"
+
+
+COPY . .
+
+EXPOSE 8888 80
+
+CMD ["/root/envs/VCF/bin/python", "-m", "jupyter", "lab", "--ip=0.0.0.0", "--port=8888", "--allow-root"]

notebooks/2D-DCT.ipynb

@@ -10,7 +10,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "6a0c815c-386d-4bad-b37d-bb6c58f88fdd",
    "metadata": {},
    "outputs": [],
@@ -319,9 +319,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python (myenv)",
    "language": "python",
-   "name": "python3"
+   "name": "myenv"
   },
   "language_info": {
    "codemirror_mode": {
@@ -333,7 +333,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.14.2"
+   "version": "3.10.11"
   }
  },
  "nbformat": 4,

notebooks/2D-DWT.ipynb

@@ -213,7 +213,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.14.2"
+   "version": "3.11.5"
   }
  },
  "nbformat": 4,