[HTML][HTML] Deep learning in food category recognition

Y Zhang, L Deng, H Zhu, W Wang, Z Ren, Q Zhou… - Information …, 2023 - Elsevier
Integrating artificial intelligence with food category recognition has been a field of interest for
research for the past few decades. It is potentially one of the next steps in revolutionizing …

Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise

X Chen, Z Hou, CA Metzler, A Maleki… - arxiv preprint arxiv …, 2024 - arxiv.org
We investigate both the theoretical and algorithmic aspects of likelihood-based methods for
recovering a complex-valued signal from multiple sets of measurements, referred to as …

Multilook compressive sensing in the presence of speckle noise

X Chen, Z Hou, C Metzler, A Maleki… - NeurIPS 2023 Workshop …, 2023 - openreview.net
Multiplicative speckle noise is an inherent part of coherent imaging systems, such as
synthetic aperture radar and digital holography. Speckle noise is mitigated by obtaining …

Correction to” Compressed sensing in the presence of speckle noise”

W Zhou, S Jalali, A Maleki - IEEE Transactions on Information …, 2024 - ieeexplore.ieee.org
This paper presents a correction to Theorem 2 in [1] which follows from fixing an error in
Lemma 5 and a minor correction in the constant of Lemma 3. Despite modifications to upper …

Performance bounds for LASSO under multiplicative LogNormal noise: Applications to pooled RT-PCR testing

R Das, AJ Ninan, A Bhaskar, A Rajwade - Signal Processing, 2024 - Elsevier
Group/Pooled testing is a technique which involves testing n samples for a rare disease in
an indirect manner: instead of individually testing each of the p samples, it involves creating …

Novel approach to coherent imaging in the presence of speckle noise

X Chen, CA Metzler, A Maleki… - … Imaging, Sensing, and …, 2024 - spiedigitallibrary.org
In coherent imaging systems like SAR and digital holography, speckle noise is effectively
mitigated using the multilook or multishot approach. Utilizing maximum likelihood estimation …