André Bigand

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 20

Top Topics

Noise Reduction

Multivariate Time Series

Top Venues

Publications

Siwar Ben Gamra, Olfa Mzoughi, André Bigand, Ezzeddine Zagrouba
A comprehensive survey on object detection in Visual Art: taxonomy and challenge. Multim. Tools Appl. 83 (5) (2024)
Siwar Ben Gamra, Olfa Mzoughi, André Bigand, Ezzeddine Zagrouba
Towards Explainability in Using Deep Learning for Face Detection in Paintings. ICPRAM (2023)
Siwar Ben Gamra, Ezzeddine Zagrouba, André Bigand
An eXplainable Artificial Intelligence Method for Deep Learning-Based Face Detection in Paintings. ISCC (2023)
Siwar Ben Gamra, Ezzeddine Zagrouba, André Bigand
Explainable AI for Deep Learning Based Potato Leaf Disease Detection. FUZZ (2023)
Siegfried Delannoy, Émilie Poisson Caillault, André Bigand, Kevin Rousseeuw
Symbolic Translation of Time Series using Piecewise N-gram Similarity Voting. ICPRAM (2021)
Siwar Ben Gamra, Olfa Mzoughi, André Bigand, Ezzeddine Zagrouba
New Challenges of Face Detection in Paintings based on Deep Learning. VISIGRAPP (4: VISAPP) (2021)
Jérôme Buisine, André Bigand, Rémi Synave, Samuel Delepoulle, Christophe Renaud
Stopping Criterion during Rendering of Computer-Generated Images Based on SVD-Entropy. Entropy 23 (1) (2021)
Ibtissam Constantin, Joseph Constantin, André Bigand
On the Use of Deep Active Semi-Supervised Learning for Fast Rendering in Global Illumination. J. Imaging 6 (9) (2020)
Thi-Thu-Hong Phan, Émilie Poisson Caillault, Alain Lefebvre, André Bigand
Dynamic time warping-based imputation for univariate time series data. Pattern Recognit. Lett. 139 (2020)
Joseph Constantin, André Bigand, Ibtissam Constantin
Pooling spike neural network for fast rendering in global illumination. Neural Comput. Appl. 32 (2) (2020)
Thi-Thu-Hong Phan, Émilie Poisson Caillault, André Bigand
eDTWBI: Effective Imputation Method for Univariate Time Series. ICCSAMA (2019)
Thi-Thu-Hong Phan, Émilie Caillault Poisson, André Bigand
Comparative Study on Univariate Forecasting Methods for Meteorological Time Series. EUSIPCO (2018)
Ali Darwich, Pierre-Alexandre Hébert, André Bigand, Yasser Mohanna
Background Subtraction Based on a New Fuzzy Mixture of Gaussians for Moving Object Detection. J. Imaging 4 (7) (2018)
Thi-Thu-Hong Phan, André Bigand, Émilie Caillault Poisson
A New Fuzzy Logic-Based Similarity Measure Applied to Large Gap Imputation for Uncorrelated Multivariate Time Series. Appl. Comput. Intell. Soft Comput. 2018 (2018)
Olfa Mzoughi, André Bigand, Christophe Renaud
Face Detection in Painting Using Deep Convolutional Neural Networks. ACIVS (2018)
Thi-Thu-Hong Phan, Émilie Caillault Poisson, André Bigand, Alain Lefebvre
DTW-Approach for uncorrelated multivariate time series imputation. MLSP (2017)
Thi-Thu-Hong Phan, Émilie Caillault Poisson, André Bigand
Comparative study on supervised learning methods for identifying phytoplankton species. CoRR (2017)
Joseph Constantin, André Bigand, Ibtissam Constantin
Pooling Spike Neural Network for Acceleration of Global Illumination Rendering. IWANN (1) (2017)
André Bigand, Olivier Colot
Membership function construction for interval-valued fuzzy sets with application to Gaussian noise reduction. Fuzzy Sets Syst. 286 (2016)
Joseph Constantin, Ibtissam Constantin, André Bigand, Denis Hamad
Perception of noise in global illumination based on inductive learning. IJCNN (2016)
Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad
Image noise detection in global illumination methods based on FRVM. Neurocomputing 164 (2015)
Samuel Delepoulle, André Bigand, Christophe Renaud
Noise Estimation for Computer-Generated Images Using an Interval Type-2 Fuzzy Sets Filter. IEEE Conf. on Intelligent Systems (2) (2014)
Joseph Constantin, Samuel Delepoulle, André Bigand, Christophe Renaud
Reduced-reference quality assessment of computer-generated images based on RVM. ICCIT (2013)
Hala Hijazi, Oussama Bazzi, André Bigand
Out of samples extensions for SC-LLE, new nonlinear dimensionality reduction algorithm. ICCIT (2013)
Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad
Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine. IWANN (2) (2013)
André Bigand, Olivier Colot
Speckle noise reduction using an interval type-2 fuzzy sets filter. IEEE Conf. of Intelligent Systems (2012)
Samuel Delepoulle, André Bigand, Christophe Renaud
A no-reference computer-generated images quality metric and its application to denoising. IEEE Conf. of Intelligent Systems (2012)
André Bigand, Olivier Colot
Fuzzy filter based on interval-valued fuzzy sets for image filtering. Fuzzy Sets Syst. 161 (1) (2010)
Samy Tehami, André Bigand, Olivier Colot
Color Image Segmentation Based on Type-2 Fuzzy Sets and Region Merging. ACIVS (2007)
André Bigand, Ludovic Evrard, Jean-Paul Dubus
A new perceptual organization approach to 3D measuring system based on the fuzzy integral. Image Vis. Comput. 24 (4) (2006)