Farid Boussaïd

Orcid: 0000-0001-7250-7407

According to our database1, Farid Boussaïd authored at least 113 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
3D Brain and Heart Volume Generative Models: A Survey.
ACM Comput. Surv., June, 2024

Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense.
Pattern Recognit., January, 2024

Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation.
CoRR, 2024

Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models.
CoRR, 2024

2023
B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images.
IEEE Robotics Autom. Lett., October, 2023

Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation.
Pattern Recognit., October, 2023

Inflating 2D convolution weights for efficient generation of 3D medical images.
Comput. Methods Programs Biomed., October, 2023

Multi-stage information diffusion for joint depth and surface normal estimation.
Pattern Recognit., September, 2023

Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation.
Neural Comput. Appl., September, 2023

Untrained Neural Network Priors for Inverse Imaging Problems: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023

Active-Passive SimStereo.
Dataset, February, 2023

Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification.
ACM Trans. Multim. Comput. Commun. Appl., January, 2023

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.
IEEE Trans. Image Process., 2023

Robust monocular 3D face reconstruction under challenging viewing conditions.
Neurocomputing, 2023

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art.
CoRR, 2023

MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation.
CoRR, 2023

Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment.
CoRR, 2023

Reinforced Learning for Label-Efficient 3D Face Reconstruction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

VAPCNet: Viewpoint-Aware 3D Point Cloud Completion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Extended Expectation Maximization for Under-Fitted Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images.
Proceedings of the 11th European Workshop on Visual Information Processing, 2023

Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification.
IEEE Trans. Image Process., 2022

Soft Exemplar Highlighting for Cross-View Image-Based Geo-Localization.
IEEE Trans. Image Process., 2022

SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification.
Remote. Sens., 2022

A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision.
CoRR, 2022

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.
CoRR, 2022

Improved and Interpretable Defense to Transferred Adversarial Examples by Jacobian Norm with Selective Input Gradient Regularization.
CoRR, 2022

A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance.
CoRR, 2022

CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation.
CoRR, 2022

Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users.
IEEE Comput. Intell. Mag., 2022

Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-class Token Transformer for Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection.
Remote. Sens., 2021

Quantitative performance evaluation of object detectors in hazy environments.
Pattern Recognit. Lett., 2021

Atrous convolutional feature network for weakly supervised semantic segmentation.
Neurocomputing, 2021

Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching.
CoRR, 2021

Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Growth and evolution of deep neural networks from gene regulatory networks.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
Learning Latent Global Network for Skeleton-Based Action Prediction.
IEEE Trans. Image Process., 2020

Automatic Hierarchical Classification of Kelps Using Deep Residual Features.
Sensors, 2020

A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data.
Remote. Sens., 2020

ResFeats: Residual network based features for underwater image classification.
Image Vis. Comput., 2020

Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation.
IEEE Access, 2020

2019
Hierarchical Classification of Kelps utilizing Deep Residual Features.
CoRR, 2019

Coral Classification Using DenseNet and Cross-modality Transfer Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

An Improved Approach to Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning for Marine Species Recognition.
Proceedings of the Handbook of Deep Learning Applications., 2019

2018
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction.
IEEE Trans. Multim., 2018

Learning Clip Representations for Skeleton-Based 3D Action Recognition.
IEEE Trans. Image Process., 2018

Exploiting layerwise convexity of rectifier networks with sign constrained weights.
Neural Networks, 2018

Evolutionary Feature Learning for 3-D Object Recognition.
IEEE Access, 2018

Identity Adaptation for Person Re-Identification.
IEEE Access, 2018

Room-Temperature Dual-mode CMOS Gas-FET Sensor for Diabetes Detection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
SkeletonNet: Mining Deep Part Features for 3-D Action Recognition.
IEEE Signal Process. Lett., 2017

Keypoints-based surface representation for 3D modeling and 3D object recognition.
Pattern Recognit., 2017

On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries.
CoRR, 2017

From Deep to Shallow: Transformations of Deep Rectifier Networks.
CoRR, 2017

Dual transduction Gas sensor based on a surface acoustic wave resonator.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

An ultra low-power capacitively-coupled chopper instrumentation amplifier for wheatstone-bridge readout circuits.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

A New Representation of Skeleton Sequences for 3D Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
A spatio-temporal RBM-based model for facial expression recognition.
Pattern Recognit., 2016

A novel feature representation for automatic 3D object recognition in cluttered scenes.
Neurocomputing, 2016

Iterative deep learning for image set based face and object recognition.
Neurocomputing, 2016

A semantic RBM-based model for image set classification.
Neurocomputing, 2016

Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction.
CoRR, 2016

A hierarchical ZnO nanostructure gas sensor for human breath-level acetone detection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Coral classification with hybrid feature representations.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Human Interaction Prediction Using Deep Temporal Features.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Quantitative Error Analysis of Bilateral Filtering.
IEEE Signal Process. Lett., 2015

An Inductorless Self-Controlled Rectifier for Piezoelectric Energy Harvesting.
Sensors, 2015

A novel 3D vorticity based approach for automatic registration of low resolution range images.
Pattern Recognit., 2015

A Curvelet-based approach for textured 3D face recognition.
Pattern Recognit., 2015

Transistor Sizing Using Particle Swarm Optimisation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Automatic 3D face landmark localization based on 3D vector field analysis.
Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015

How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances?
Proceedings of the 32nd International Conference on Machine Learning, 2015

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
32 Bit ×32 Bit Multiprecision Razor-Based Dynamic Voltage Scaling Multiplier With Operands Scheduler.
IEEE Trans. Very Large Scale Integr. Syst., 2014

A high speed configurable FPGA architecture for bilateral filtering.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Performance Evaluation of 3D Local Surface Descriptors for Low and High Resolution Range Image Registration.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013
Efficient parallel-SSHI interface circuit for piezoelectric energy harvesting.
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013

A high speed configurable FPGA architecture for k-mean clustering.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Experimental evaluation of latency coding for gas recognition.
Proceedings of the 8th International Design and Test Symposium, 2013

3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration.
Proceedings of the IEEE International Conference on Image Processing, 2013

A Novel Local Surface Description for Automatic 3D Object Recognition in Low Resolution Cluttered Scenes.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

2012
Bio-inspired gas recognition based on the organization of the olfactory pathway.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011
A CMOS Single-Chip Gas Recognition Circuit for Metal Oxide Gas Sensor Arrays.
IEEE Trans. Circuits Syst. I Regul. Pap., 2011

A Low Cost CMOS Polarimetric Ophthalmoscope Scheme for Cerebral Malaria Diagnostics.
Proceedings of the VLSI-SoC: Advanced Research for Systems on Chip, 2011

Reduced dimension Vector Quantization encoding method for image compression.
Proceedings of the 6th IEEE International Design and Test Workshop, 2011

2010
Liquid-crystal micropolarimeter array for visible linear and circular polarization imaging.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Dynamic voltage and frequency scaling for low-power multi-precision reconfigurable multiplier.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

A frequency-based signature gas identification circuit for SnO2 gas sensors.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
A High Resolution Color Image Restoration Algorithm for Thin TOMBO Imaging Systems.
Sensors, 2009

A Robust Spike-based Gas Identification Technique for SnO2 Gas Sensors.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008
A Compact CMOS Face Detection Architecture Based on Shunting Inhibitory Convolutional Neural Networks.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008

Compact Gray-Code Counter/Memory Circuits for Spiking Pixels.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008

2007
Efficient event-drivern frame capture for CMOS imagers.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

2005
A Scalable Low Power Imager Architecture for Compound-Eye Vision Sensors.
Proceedings of the 5th IEEE International Workshop on System-on-Chip for Real-Time Applications (IWSOC 2005), 2005

Versatile on-chip read-out for compound-eye image sensor array.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

2004
An ultra-low power operating technique for mega-pixels current-mediated CMOS imagers.
IEEE Trans. Consumer Electron., 2004

A low power current-mode pixel with on-chip FPN cancellation and digital shutter.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

A New read-out circuit for low power current and voltage mediated integrating CMOS imager.
Proceedings of the 2nd IEEE International Workshop on Electronic Design, 2004

2003
A current-mode VLSI architecture for skin detection.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

On-Chip Skin Detection for Color CMOS Imagers.
Proceedings of the 2003 International Conference on MEMS, 2003

Programmable Multi-Task On-Chip Processing for CMOS Imagers.
Proceedings of the 2003 International Conference on MEMS, 2003

2001
A wide dynamic range CMOS imager with extended shunting inhibition image processing capabilities.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

2000
A digitally programmable current mode analog shunting inhibition cellular neural network.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000

1998
On the use of the matrix pencil method for deep level transient spectroscopy: MP-DLTS.
IEEE Trans. Instrum. Meas., 1998


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