The JPEG Pleno Learning-based Point Cloud Coding Standard: Serving Man and Machine
Efficient point cloud coding has become increasingly critical for multiple applications such as
virtual reality, autonomous driving, and digital twin systems, where rich and interactive 3D …
virtual reality, autonomous driving, and digital twin systems, where rich and interactive 3D …
[HTML][HTML] Adaptive bridge model for compressed domain point cloud classification
The recent adoption of deep learning-based models for the processing and coding of
multimedia signals has brought noticeable gains in performance, which have established …
multimedia signals has brought noticeable gains in performance, which have established …
JPEG AI Compressed Domain Face Detection
A Alkhateeb, A Gnutti, F Guerrini… - 2024 IEEE 26th …, 2024 - ieeexplore.ieee.org
Learning-based image coding has achieved competitive performance in terms of
compression efficiency, while also gaining a key advantage in the ability to carry out …
compression efficiency, while also gaining a key advantage in the ability to carry out …
Point Cloud Geometry Scalable Coding with a Quality-Conditioned Latents Probability Estimator
The widespread usage of point clouds (PC) for immersive visual applications has resulted in
the use of very heterogeneous receiving conditions and devices, notably in terms of network …
the use of very heterogeneous receiving conditions and devices, notably in terms of network …