William Guicquero

Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2022

A 1Mb Mixed-Precision Quantized Encoder for Image Classification and Patch-Based Compression.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

A 2-Stage EM Algorithm for Online Peak Detection, an Application to TCSPC Data.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Histogram Compressive Sensing using Shuffled Cellular Automata: the TCSPC sensor use case.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022

Histogram-Equalized Quantization for logic-gated Residual Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2020

Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

A 3.0μW@5fps QQVGA Self-Controlled Wake-Up Imager with On-Chip Motion Detection, Auto-Exposure and Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends.

[BibT_eX]

[DOI]

Arnaud Verdant

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Incremental Delta Sigma Modulation with Dynamic Weighted Integration.

[BibT_eX]

[DOI]

Arnaud Verdant

Dominique Morche

Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

2017

Impact of fixed pattern noise on embedded image compression techniques.

[BibT_eX]

[DOI]

Laurent Alacoque

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016

An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging.

[BibT_eX]

[DOI]

Antoine Dupret

Pierre Vandergheynst

IEEE Trans. Computational Imaging, 2016

2015

A 3T or 4T pixel compatible DR extension technique suitable for 3D-IC imagers: A 800×512 and 5μm pixel pitch 2D demonstrator.

[BibT_eX]

[DOI]

Arnaud Peizerat

Fadoua Guezzi Messaoud

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014

On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

On adaptive pixel random selection for compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

On compensating unknown pixel behaviors for image sensors with embedded processing.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Multi-capture High Dynamic Range compressive imaging.

[BibT_eX]

[DOI]

Antoine Dupret

Pierre Vandergheynst

Proceedings of the 2013 Asilomar Conference on Signals, 2013

An adaptive compressive sensing with side information.

[BibT_eX]

[DOI]