misc: update README on video anchor

Author: JasonLSC

README.md

@@ -61,7 +61,7 @@ Before we start running scripts, we also need to install library for [vector qua
 pip install git+https://github.com/fraunhoferhhi/PLAS.git
 ```
 
-**Static Gaussian Splats Training and Compression**
+### Static Gaussian Splats Training and Compression
 
 We provide a script that enables more memory-efficient Gaussian splats while maintaining high visual quality, such as representing the Truck scene with only about 8MB of storage. The script includes 1) the static splats training with compression simulation, 2) the compression of trained static splats, and 3) the metric evaluation of uncompressed and compressed static splats.
 
@@ -70,25 +70,25 @@ We provide a script that enables more memory-efficient Gaussian splats while mai
 bash benchmarks/compression/final_exp/mcmc_tt_sim.sh
 ```
 
-**Dynamic Gaussian Splats Training and Compression**
+### Dynamic Gaussian Splats Training and Compression
 
-First, please follow the dataset preprocessing instruction described in the [file](mpeg_gsc_utils/multiview_video_preprocess/README.md) for training data prepration.
+First, please follow the dataset preprocessing instruction described in [this file](mpeg_gsc_utils/multiview_video_preprocess/README.md) for training data prepration.
 
 Next, run the script for dynamic gaussian splats training and compression.
 ```bash
 cd examples
 bash benchmarks/dyngs/dyngs.sh
 ```
 
-**Extract Per-Frame Static Gaussian from Dynamic Splats**
+### Extract Per-Frame Static Gaussian from Dynamic Splats
 
 If you finsh the training of dynamic splats, then you can use the script to extract static gaussian splats stored at discrte timesteps in ".ply" file
 ```bash
 cd examples
 bash benchmarks/dyngs/export_plys.sh
 ```
 
-**Load .ply File and Render**
+### Load .ply File and Render
 
 If you want to directly read and render splats exported as PLY files, you can use the following script.
 Note: You need to modify the PLY file path in the scripts.
@@ -97,6 +97,25 @@ cd examples
 bash benchmarks/load_ply_and_render.sh
 ```
 
+### Compress Tracked Gaussian Splats Sequences via Video Codec
+
+If you're interested in MPEG Gaussian Splats Coding, we have implemented a simple coding method for compressing temporally tracked Gaussian Splats using Video Codec as the core component. You can try this method using the script below.
+```bash
+cd examples
+bash benchmarks/mpeg/video_anchor_bench.sh
+```
+
+To compare with the Point Cloud Compression-based approach in MPEG Gaussian Splats Coding group, we have developed a simple wrapper based on their software. This allows us to evaluate both methods using the same evaluation protocol. You can try the Point Cloud Compression-based approach using the script below.
+```bash
+cd examples
+bash benchmarks/mpeg/pcc_anchor_bench.sh
+```
+
+**Note**: 
+Before using the scripts mentioned above, please note the following:
+1. Please modify the input parameters ``--ply_dir``, ``--data_dir``, and ``--result_dir`` in the script to match your local paths.
+2. These experiments involve third-party programs, including point cloud codec and QMIV (quality evaluation software). If you need newer versions, you can compile them yourself and replace the current executables under ``examples/helper``.
+
 ## Contributors
 
 This project is developed by the following contributors: