William Guicquero

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

High Dynamic Range Imaging

Hyperspectral Imaging

Cellular Automata

Top Venues

IEEE Trans. Computational Imaging

Publications

Yanis Basso-Bert, William Guicquero, Anca Molnos, Romain Lemaire, Antoine Dupret
On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks. ISCAS (2024)
Valentin Poisson, William Guicquero, David Coriat, Gilles Sicard
A 2-Stage EM Algorithm for Online Peak Detection, an Application to TCSPC Data. IEEE Trans. Circuits Syst. II Express Briefs 69 (9) (2022)
Valentin Poisson, Van Thien Nguyen, William Guicquero, Gilles Sicard
Luminance-Depth Reconstruction From Compressed Time-of-Flight Histograms. IEEE Trans. Computational Imaging 8 (2022)
Valentin Poisson, William Guicquero, David Coriat, Gilles Sicard
Histogram Compressive Sensing using Shuffled Cellular Automata: the TCSPC sensor use case. NEWCAS (2022)
Van Thien Nguyen, William Guicquero, Gilles Sicard
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference. SiPS (2022)
Van Thien Nguyen, William Guicquero, Gilles Sicard
Histogram-Equalized Quantization for logic-gated Residual Neural Networks. ISCAS (2022)
Van Thien Nguyen, William Guicquero, Gilles Sicard
MOGNET: A Mux-residual quantized Network leveraging Online-Generated weights. AICAS (2022)
Van Thien Nguyen, William Guicquero, Gilles Sicard
A 1Mb Mixed-Precision Quantized Encoder for Image Classification and Patch-Based Compression. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (4) (2020)
William Guicquero, Arnaud Verdant
Algorithmic Enablers for Compact Neural Network Topology Hardware Design: Review and Trends. ISCAS (2020)
Arnaud Verdant, William Guicquero, Nicolas Royer, Guillaume Moritz, Sébastien Martin, Florent Lepin, Sylvain Choisnet, Fabrice Guellec, Benoît Deschamps, Sylvain Clerc, Jérôme Chossat
A 3.0μW@5fps QQVGA Self-Controlled Wake-Up Imager with On-Chip Motion Detection, Auto-Exposure and Object Recognition. VLSI Circuits (2020)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Exploring Hierarchical Machine Learning for Hardware-Limited Multi-Class Inference on Compressed Measurements. ISCAS (2019)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Hardware-Friendly Compressive Imaging Based on Random Modulations & Permutations for Image Acquisition and Classification. ICIP (2019)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
An Analog-to-Information VGA Image Sensor Architecture for Support Vector Machine on Compressive Measurements. ISCAS (2019)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
Near Sensor Decision Making via Compressed Measurements for Highly Constrained Hardware. ACSSC (2019)
Wissam Benjilali, William Guicquero, Laurent Jacques, Gilles Sicard
A Low-Memory Compressive Image Sensor Architecture for Embedded Object Recognition. MWSCAS (2018)
William Guicquero, Arnaud Verdant, Dominique Morche
Incremental Delta Sigma Modulation with Dynamic Weighted Integration. MWSCAS (2018)
William Guicquero, Laurent Alacoque
Impact of fixed pattern noise on embedded image compression techniques. ISCAS (2017)
William Guicquero, Antoine Dupret, Pierre Vandergheynst
An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging. IEEE Trans. Computational Imaging 2 (3) (2016)
Arnaud Peizerat, Fadoua Guezzi Messaoud, Michele Benetti, Antoine Dupret, Remi Jalby, Leonardo Bruno de Sá, William Guicquero, Yves Blanchard
A 3T or 4T pixel compatible DR extension technique suitable for 3D-IC imagers: A 800×512 and 5μm pixel pitch 2D demonstrator. ISCAS (2015)
William Guicquero, Pierre Vandergheynst, Timothe Laforest, Antoine Dupret
On adaptive pixel random selection for compressive sensing. GlobalSIP (2014)
William Guicquero, Pierre Vandergheynst, Timothe Laforest, Arnaud Verdant, Antoine Dupret
On multiple spectral dependent blurring kernels for super-resolution and hyperspectral imaging. GlobalSIP (2014)
William Guicquero, Michele Benetti, Arnaud Peizerat, Antoine Dupret, Pierre Vandergheynst
On compensating unknown pixel behaviors for image sensors with embedded processing. ACSSC (2014)
William Guicquero, Antoine Dupret, Pierre Vandergheynst
An adaptive compressive sensing with side information. ACSSC (2013)
William Guicquero, Antoine Dupret, Pierre Vandergheynst
Multi-capture High Dynamic Range compressive imaging. ACSSC (2013)