RESEARCH PAPERS

RESEARCH PAPER

Dynamic and Resource-Efficient ISAC Operations in Sensing-Enabled 6G Systems

To realize the objectives of Integrated Sensing and Communication (ISAC) in 6G, there is a need to introduce new functionalities in 6G core (6GC) architecture that are dynamic and resource-efficient. ...
RESEARCH PAPER

Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing

This paper proposes a method that enhances the compression performance of the current model under development for the upcoming MPEG standard on Feature Compression for Machines (FCM). This standard ai ...
RESEARCH PAPER

Regression-based GPM coding

This paper presents a new coding mode deriving sample-based blending for bi-predictions with the reconstructed template. Several extensions of this regression-based geometry partitioning scheme are in ...
RESEARCH PAPER

Geometry-aware 3D Gaussian Model for View-Dependent Rendering of 3D Morphable Models

The creation of photorealistic avatar head models from multi-view or monocular images or videos of a face is a long-standing research topic. Besides novel view synthesis, the construction of a 3D face ...
RESEARCH PAPER

Towards Deep Learning-Based Environment Agnostic Localization

User localization in wireless sensing and communication systems are essential for ensuring improved quality of service. To this end, the field of radio-frequency (RF) fingerprinting, extracting user l ...
RESEARCH PAPER

Evaluation of Body Parts-based Latent Representations for Skeletal Human Motion Reconstruction

Acquiring, encoding, transmitting, decoding, and displaying motion signals is an essential challenge in our new world of connected ecosystems, which includes immersive applications (AR, VR, XR) and vi ...
RESEARCH PAPER

A Comprehensive Suite of Open-Source Reference Tools for MPEG-I Applications

RESEARCH PAPER

Efficient feature compression for machines with global statistics preservation

The split-inference paradigm divides an artificial intelligence (AI) model into two parts. This necessitates the transfer of intermediate feature data between the two halves. Here, effective compressi ...
RESEARCH PAPER

Adding Touch to Immersive Media: An Overview of the MPEG Haptics Coding Standard

In May 2021, MPEG issued a call for proposals for the specification of a new coding format for haptic data. Following this call, a baseline reference design and associated software implementation were ...
RESEARCH PAPER

Reducing 5G-NR Control Overhead for Swift UE Connection Setup with Low Power Consumption

Ubiquitous connectivity is essential for emerging edge-assisted machine-type communication (MTC) applications for net-worked robotics, intelligent transportation, smart surveillance, etc., which deman ...