Baptiste Magnier
Enseignant chercheur à l'IMT Mines Alès.
Membre de l'UMR Euromov Digital Health in Motion
75
Documents
Identifiants chercheurs
- baptiste-magnier
- IdRef : 232618720
- 0000-0003-3458-0552
- IdRef : 232610355
Présentation
Baptiste Magnier received his Ph.D. degree from the Ales School of Mines, in 2011. He is currently an Associate Professor EuroMov Digital Health in Motion, Univ Montpellier, IMT Mines Ales, Ales, France. His research interests are in low-level feature extraction in image processing like edge/ridge detection and corner extraction. His researches contributed to the progress in color image steganalysis and, recently, object tracking. Moreover, he has developed anisotropic diffusion approaches involving Partial Differential equations for image segmentation or restoration.
Compétences
Computer vision
Feature detection
Edge detection
People detection
Publications
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OV2SLAM on EuRoC MAV Datasets: a Study of Corner Detector PerformanceIST 2023 - IEEE International Conference on Imaging Systems and Techniques, Oct 2023, Copenhague, Denmark. ⟨10.1109/IST59124.2023.10355706⟩
Communication dans un congrès
hal-04205260v1
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2DSBG: A 2d Semi Bi-Gaussian Filter Adapted for Adjacent and Multi-Scale Line Feature DetectionICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095570⟩
Communication dans un congrès
hal-04136316v1
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G2LL: Global-To-Local Self-Supervised Learning for Label-Efficient Transformer-Based Skin Lesion Segmentation in Dermoscopy ImagesISBI 2023 - IEEE 20th International Symposium on Biomedical Imaging, Apr 2023, Cartagena de Indias, Colombia. pp.1-5, ⟨10.1109/ISBI53787.2023.10230748⟩
Communication dans un congrès
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FORT: Fisheye Online Realtime Tracking with an Improved Kalman FilterMMSP 2023 - The IEEE International Workshop on MultiMedia Signal Processing, Sep 2023, Poitiers, France. ⟨10.1109/MMSP59012.2023.10337701⟩
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Sensor-based Behavior Analysis and Modeling for the Honeybee Superorganism: a PlatformMMSP 2023 - IEEE 25th International Workshop on Multimedia Signal Processing, Sep 2023, Poitiers, France
Communication dans un congrès
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An Anisotropic and Asymmetric Causal Filtering Based Corner Detection MethodIMPROVE 2023 - 3rd International conference on Image Processing and Vision Engineering, Apr 2023, Prague, Czech Republic. ⟨10.5220/0011855600003497⟩
Communication dans un congrès
hal-04071747v1
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Cross-view Deformable Transformer for Non-displaced Hip Fracture Classification from Frontal-Lateral X-ray PaiMICCAI 2023 - The 26th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2023, Vancouver, Canada
Communication dans un congrès
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Invertebrates Detection with YOLOv5: Towards Study of Soil Organisms Using Deep LearningEUVIP 2022 - The 10th European Workshop on Visual Information Processing, Sep 2022, Lisbone, Portugal. pp.1-6, ⟨10.1109/EUVIP53989.2022.9922675⟩
Communication dans un congrès
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Repeatability Evaluation of Keypoint Detection Techniques in Tracking Underwater Video FramesCVAUI 2022 - The 5th Workshop on Computer Vision for Analysis of Underwater Imagery - Part of ICPR 2022 - International Conference on Pattern Recognition, Aug 2022, Montréal, Canada. ⟨10.1007/978-3-031-37731-0_36⟩
Communication dans un congrès
hal-03795514v2
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Performance of Recent tiny/small YOLO Versions in the Context of Top-view Fisheye ImagesISHAPE 2022 - 1st International Workshop on Intelligent Systems in Human and Artificial Perception, May 2022, Lecce, Italy. pp.246-257, ⟨10.1007/978-3-031-13321-3_22⟩
Communication dans un congrès
hal-03676679v1
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Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image ClassificationMICCAI 2022 - The 25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapour, Singapore. pp.604-613, ⟨10.1007/978-3-031-16437-8_58⟩
Communication dans un congrès
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Clustering-Based Multi-instance Learning Network for Whole Slide Image ClassificationCMMCA 2022 - The 1st Workshop on Computational Mathematics Modeling in Cancer Analysis (part of MICCAI 2022), https://cmmca2022.casconf.cn/, Sep 2022, Singapour, Singapore. pp.100-109, ⟨10.1007/978-3-031-17266-3_10⟩
Communication dans un congrès
hal-03790194v1
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Human Detection in Moving Fisheye Camera using an Improved YOLOv3 FrameworkIEEE MMSP 2021 - IEEE 23rd International Workshop on Multimedia Signal Processing, Oct 2021, Tampere, Finland
Communication dans un congrès
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Significant Smartphone Images Features For Liver Steatosis AssessmentIST 2021 - IEEE International Conference on Imaging Systems & Techniques, Aug 2021, New York, United States. ⟨10.1109/IST50367.2021.9651329⟩
Communication dans un congrès
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An Objective Comparison of Ridge/Valley Detectors by Image FilteringICPR 2021 - International Conference on Pattern Recognition Workshops and Challenges, Jan 2021, Virtual Event, France. pp.182-197, ⟨10.1007/978-3-030-68821-9_18⟩
Communication dans un congrès
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Video logarithmic tone mapping operator with automatic calculation of the logarithmic functionIST 2021 - IEEE International Conference on Imaging Systems & Techniques, Aug 2021, New York, United States. ⟨10.1109/IST50367.2021.9651455⟩
Communication dans un congrès
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A Comparison of OpenCV Algorithms for Human Tracking with a Moving Perspective CameraEUVIP2021 - 9th European Workshop on Visual Information Processing, Jun 2021, Paris (virtuel), France. ⟨10.1109/EUVIP50544.2021.9483957⟩
Communication dans un congrès
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A Multi-scale Line Feature Detection Using Second Order Semi-Gaussian FiltersCAIP 2021 - The 19th International Conference on Computer Analysis of Images and Patterns, Sep 2021, Virtual Conference, France. pp.98-108, ⟨10.1007/978-3-030-89131-2_9⟩
Communication dans un congrès
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Human Tracking in Top-view Fisheye Images with Color Histograms via Deep Learning DetectionIST 2021 - IEEE International Conference on Imaging Systems & Techniques, Aug 2021, New York, United States
Communication dans un congrès
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Shen-Castan Based Edge Detection Methods for Bayer CFA ImagesEUVIP2021 - 9th European Workshop on Visual Information Processing, Jun 2021, Paris (virtuel), France. ⟨10.1109/EUVIP50544.2021.9484026⟩
Communication dans un congrès
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A Recursive Edge Detector For Color Filter Array ImageICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, France. pp.2543-2547, ⟨10.1109/ICASSP40776.2020.9053743⟩
Communication dans un congrès
hal-02920074v1
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Framework to building a new ground image database: For segmentation and evaluationWCRAI-2019 - 2nd World Conference on Robotics and Artificial Intelligence, Jun 2019, Osaka, Japan
Communication dans un congrès
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Multiple honey bees tracking and trajectory modelingMultimodal Sensing and Artificial Intelligence: Technologies and Applications, Jun 2019, Munich, France. pp.29, ⟨10.1117/12.2526120⟩
Communication dans un congrès
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Evaluation of Half Gaussian Filter Rotation for Edge DetectionEUVIP 2019 - 8th European Workshop on Visual Information Processing, Oct 2019, Roma, Italy. pp.52-57, ⟨10.1109/EUVIP47703.2019.8946144⟩
Communication dans un congrès
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Integrated convolutional neural network model with statistical moments layer for vehicle classificationICMV 2019 - the 12th International Conference on Machine Vision, Nov 2019, Amsterdam, Netherlands. pp.89, ⟨10.1117/12.2559375⟩
Communication dans un congrès
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Edge Detection Evaluation: A New Normalized Figure of MeritICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.2407-2411, ⟨10.1109/ICASSP.2019.8683357⟩
Communication dans un congrès
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A New Normalized Method of Object Shape-based Recognition and LocalizationConference: The International Conference on Pattern Recognition Systems (ICRPS-19)At: Tours, France, Jul 2019, Tours, France. ⟨10.1049/cp.2019.0246⟩
Communication dans un congrès
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A Study of Measures for Contour-based Recognition and Localization of Known Objects in Digital ImagesIPTA 2018 - Image Processing Theory, Tools and Applications, Nov 2018, Xi'an, China. ⟨10.1109/IPTA.2018.8608165⟩
Communication dans un congrès
hal-01942291v1
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Derivative Half Gaussian Kernels and Shock FilterACIVS 2018 - Advanced Concepts for Intelligent Vision Systems, Sep 2018, Poitiers, France. pp.584-597, ⟨10.1007/978-3-030-01449-0_49⟩
Communication dans un congrès
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Bee hive traffic monitoring by tracking bee flight pathsVISIGRAPP 2018 - 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Jan 2018, Funchal, Portugal. pp.563-571, ⟨10.5220/0006628205630571⟩
Communication dans un congrès
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An Objective Evaluation of Edge Detection Methods Based on Oriented Half KernelsICISP 2018 - International Conference on Image and Signal Processing, Jul 2018, Cherbourg, France. pp.80-89, ⟨10.1007/978-3-319-94211-7_10⟩
Communication dans un congrès
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A Temporal Tone Mapping Adaptation: An Application using Logarithmic CameraIEEE IST 2018, Oct 2018, Krakow, Poland. ⟨10.1109/ist.2018.8577194⟩
Communication dans un congrès
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Oriented asymmetric kernels for corner detection25th European Signal Processing Conference, EUSIPCO 2017; Kos International Convention CenterKos; Greece; 28 August 2017 through 2 September 2017; Category numberCFP1740S-ART; Code 131844, Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081313⟩
Communication dans un congrès
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A New Normalized Supervised Edge Detection EvaluationIbPRIA 2017 - Iberian Conference on Pattern Recognition and Image Analysis, Jun 2017, Faro, Portugal. pp.203-213, ⟨10.1007/978-3-319-58838-4_23⟩
Communication dans un congrès
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Des filtres anisotropes causaux pour une diffusion non contrôléeGRETSI 2017, Dec 2017, Juan les Pins, France
Communication dans un congrès
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Détection de coins par combinaison de filtres asymétriques orientésGRETSI 2017, Sep 2017, Juan les Pins, France
Communication dans un congrès
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A New Objective Supervised Edge Detection Assessment Using Hysteresis ThresholdsICIAP 2017 - International Conference on Image Analysis and Processing, Sep 2017, Catania, Italy. pp.3-14, ⟨10.1007/978-3-319-70742-6_1⟩
Communication dans un congrès
hal-01940328v1
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Color Image Steganalysis Based On Steerable Gaussian Filters BankIH&MMSec: Information Hiding and Multimedia Security, Jun 2016, Vigo, Galicia, Spain. pp.109-114, ⟨10.1145/2909827.2930799⟩
Communication dans un congrès
hal-01374101v1
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A quantitative error measure for the evaluation of roof edge detectorsIST 2016 - 2016 IEEE International Conference on Imaging Systems and Techniques, Proceedings, Oct 2016, Chania, Greece. ⟨10.1109/IST.2016.7738264⟩
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A Novel Image Descriptor Based on Anisotropic FilteringComputer Analysis of Images and Patterns, Sep 2015, Valletta, Malta. pp.161-173, ⟨10.1007/978-3-319-23192-1_14⟩
Communication dans un congrès
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RSD-DOG : A New Image Descriptor based on Second Order DerivativesACIVS 2015 - Advanced Concepts for Intelligent Vision Systems, Oct 2015, Museo Diocesano, Catania, Italy. ⟨10.1007/978-3-319-25903-1_3⟩
Communication dans un congrès
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Color Image Stegananalysis Using Correlations between RGB ChannelsIWCC: International Workshop on Cyber Crime, Aug 2015, Toulouse, France. ⟨10.1109/ARES.2015.44⟩
Communication dans un congrès
lirmm-01234229v1
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Texture Removal Preserving Edges by DiffusionSCIA 2015 - Scandinavian Conference on Image Analysis, Jun 2015, Copenhague, Denmark. pp.3-15, ⟨10.1007/978-3-319-19665-7_1⟩
Communication dans un congrès
hal-01942261v1
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RSD-HoG: A New Image DescriptorSCIA 2015 : Scandinavian Conference on Image Analysis, Jun 2015, Copenhagen, Denmark. pp.400-409, ⟨10.1007/978-3-319-19665-7_33⟩
Communication dans un congrès
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Multi-scale crest line extraction based on half Gaussian KernelsICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014, Florence, France. pp.5105-5109, ⟨10.1109/ICASSP.2014.6854575⟩
Communication dans un congrès
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Oriented half Gaussian kernels and anisotropic diffusion9th International Conference on Computer Vision Theory and Applications, VISAPP 2014; Lisbon; Portugal; 5 January 2014 through 8 January 2014; Code 107286, Jan 2014, Lisbonne, Portugal. pp.2945-2956
Communication dans un congrès
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A Tool for Brain Magnetic Resonance Image Segmentation8th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., Feb 2013, Barcelone, Spain. http://www.visapp.visigrapp.org/?y=2013
Communication dans un congrès
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Half Gaussian Kernels Based Shock Filter for Image Deblurring and Regularization8th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., Feb 2013, Barcelone, France. http://www.visapp.visigrapp.org/?y=2013
Communication dans un congrès
hal-00807992v1
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Evolution of Image Regularization with PDEs toward a New Anisotropic Smoothing based on Half KernelsIS&T/SPIE Electronic Imaging 2013, Feb 2013, San Francisco, United States. http://spie.org/
Communication dans un congrès
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A NEW REGION-BASED PDE FOR PERCEPTUAL IMAGE RESTORATIONInternational Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2012, Rome, Italy. http://www.visapp.visigrapp.org/VISAPP2012/
Communication dans un congrès
hal-00807974v1
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PERCEPTUAL CURVE EXTRACTIONIEEE IVMSP (Image, Video, and Multidimensional Signal Processing Technical Committee) on "Perception and Visual Signal Analysis", Jun 2011, Ithaca, United States. http://www.ivmsp2011.org/
Communication dans un congrès
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Fast Anisotropic Edge Detection Using Gamma Correction in Color Images7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Sep 2011, Dubrovnik, Croatia. http://www.isispa.org/ispa11/
Communication dans un congrès
hal-00807802v1
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Ridges and Valleys Detection in Images using Difference of Rotating Half Smoothing FiltersAcivs 2011 Advanced Concepts for Intelligent Vision Systems, Aug 2011, Ghent, Belgium. pp.261-272
Communication dans un congrès
hal-00807747v1
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TEXTURE REMOVAL IN COLOR IMAGES BY ANISOTROPIC DIFFUSION. Preparation of Camera-Ready Contributions to SciTePress ProceedingsInternational Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), Mar 2011, Vilamoura, Portugal. http://www.visapp.visigrapp.org/VISAPP2011/
Communication dans un congrès
hal-00807965v1
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Ridge And Valley Junctions ExtractionInternational Conference on Image Processing, Computer Vision, and Pattern Recognition, Jul 2011, Las Vegas, France. http://www.world-academy-of-science.org/worldcomp11/ws/conferences/ipcv11
Communication dans un congrès
hal-00807787v1
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Highly Specific Pose Estimation with a Catadioptric Omnidirectional CameraIST'10: International Conference on Imaging Systems and Techniques, Jul 2010, Thessalonique, Greece. pp.229-233
Communication dans un congrès
lirmm-00564713v1
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A New Perceptual Edge Detector in Color ImagesACIVS 2010 Advanced Concepts for Intelligent Vision Systems, Dec 2010, Sydney, Australia. pp.209--220
Communication dans un congrès
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Invertebrates Detection with YOLOv5: Towards Study of Soil Organisms Using Deep LearningEUVIP 2022 - The 10th European Workshop on Visual Information Processing, Sep 2022, Lisbone, Portugal. , 2022
Poster de conférence
hal-03790169v1
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Digital Audio Forensics: Blind Human Voice Mimicry Detection2022
Pré-publication, Document de travail
hal-03835156v1
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Détection de Contours et Diffusion Anisotropique dans les ImagesTraitement des images [eess.IV]. Université Montpellier II - Sciences et Techniques du Languedoc, 2011. Français. ⟨NNT : ⟩
Thèse
tel-00780268v1
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