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Section: Publications & Resources

Publication: IEEE Open Journal of Signal Processing

Gaussian belief propagation (GaBP) is a technique that relies on linearized error and input-output models to yield low-complexity solutions to complex estimation problems, which has been recently show

Section: Publications & Resources

Publication: IEEE Open Journal of Signal Processing

The rapid growth of electronic systems, including communication and radar platforms, has made electromagnetic environments increasingly complex. Signals with different modulation formats can overlap i

Section: Publications & Resources

Publication: IEEE Transactions on Image Processing

Multimodal Large Language Models (MLLMs), such as GPT4o, have demonstrated strong capabilities in visual reasoning and explanation generation. However, despite these advantages, they face notable chal

Section: Publications & Resources

Publication: IEEE Transactions on Image Processing

The moiré effect, a common artifact when photographing digital screens, degrades images with a complex mixture of geometric aliasing patterns and severe photometric distortions. These degradations col

Section: Publications & Resources

Publication: IEEE Transactions on Image Processing

In frame interpolation tasks, motion ambiguity in the training set causes models to generate blurry intermediate frames. Moreover, the assumption of uniform motion between frames during inference furt

Section: Publications & Resources

Publication: IEEE Signal Processing Letters

Radar target recognition via high-resolution range profiles is conventionally closed-set, yet practical deployments must classify known targets while rejecting unseen classes. Toward this open-set obj

Section: Publications & Resources

Publication: IEEE Open Journal of Signal Processing

Electric Network Frequency (ENF) acts as a fingerprint in multimedia forensics. ENF detection remains challenging in short audio segments at low signal-to-noise ratios (SNR) because frequency and ampl

Section: Publications & Resources

Publication: IEEE Open Journal of Signal Processing

This paper proposes the Block Double Proportionate Sign Adaptive Filter (BDP-SAF) for sparse system identification in impulsive noise environments. The algorithm brings three mechanisms that are indiv

Section: Publications & Resources

Publication: IEEE Transactions on Signal Processing

In this article, we examine the effect of link noise on the performance of the exact diffusion stochastic gradient (EDSG) procedure for optimization and learning over adaptive networks. First, it is s

Section: Publications & Resources

Publication: IEEE Transactions on Signal Processing

In large antenna arrays, hardware power consumption becomes a dominant design constraint, making energy efficiency (EE) a primary design objective alongside spectral efficiency (SE). Microwave linear