Baptiste Magnier
Présentation
Compétences
Publications
Publications
Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-distillationMICCAI 2025 - the 28th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2025, Daejeon, South Korea. pp.197-207, ⟨10.1007/978-3-032-05182-0_20⟩ |
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Multi-stage Multi-resolution Fusion for Accurate and Efficient Whole Slide Image Segmentation in Colorectal CancerAMAI 2025 - 4th International Workshop on Applications of Medical Artificial Intelligence, Held in Conjunction with MICCAI 2025, Sep 2025, Daejeon, South Korea. pp.72-81, ⟨10.1007/978-3-032-09569-5_9⟩ |
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Prédiction de réponse au 177Lu-PSMA dans le cancer prostatique métastatique résistant, via l’apprentissage automatiqueRIV 2024 - Congrès national de Radiothérapie Interne Vectorisée, Jun 2024, Lyon, France. pp.9-10, ⟨10.1016/j.mednuc.2024.12.016⟩ |
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Développement d’un pipeline de création de jumeaux numériques pour l’optimisation des protocoles de dosimétrie en médecine nucléaire63e journées scientifiques de physique médicale, Société Française de Physique Médicale, Jun 2025, Nantes, France |
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MVMIL: Multi-view Multiple Instance Learning for Whole Slide Image Classification of Bladder CancerAMAI 2025 - 4th International Workshop on Applications of Medical Artificial Intelligence, Held in Conjunction with MICCAI 2025, Sep 2025, Daejeon, South Korea. pp.72-81, ⟨10.1007/978-3-032-09569-5_8⟩ |
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A multicriteria navigation framework for robotic missions in complex environmentsQCAV2025 - 17th International Conference on Quality Control by Artificial Vision, Jun 2025, Yamanashi Prefecture, Japan. pp.8, ⟨10.1117/12.3076730⟩ |
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Dynamic Entity-Masked Graph Diffusion Model for Histopathological Image Representation LearningAAAI 25 - The 39th Annual AAAI Conference on Artificial Intelligence, Feb 2025, Philadelphia, United States |
Enhancing Liver Radioembolization Precision: Advances in Multimodal Image Registration Based on 3D Slicer and Ellipsoid ModelingEUVIP 2025 - 13th European Workshop on Visual Information Processing, Oct 2025, Valletta, Malta. pp.1-6, ⟨10.1109/EUVIP66349.2025.11238619⟩ |
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Person Tracking and Fall Detection in 360° Video with Dynamic Perspective ViewsEUVIP 2025 - 13th European Workshop on Visual Information Processing, Oct 2025, Valletta, Malta. pp.10.1109/EUVIP66349.2025.11238846 |
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Contours Inhibition for Object Tracking: a Preliminary StudyICECS 2024 - the 31st IEEE International Conference on Electronics Circuits and Systems, Nov 2024, Nancy, France. ⟨10.1109/icecs61496.2024.10848722⟩ |
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ORCGT: Ollivier-Ricci Curvature-Based Graph Model for Lung STAS PredictionMICCAI 2024 - 7th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2024, Marrakesh, Morocco. pp.553-563, ⟨10.1007/978-3-031-72086-4_52⟩ |
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Enhancing Liver SPECT Image Quality: A Novel Approach to Mitigate Respiratory Motion ArtifactsEUVIP 2024 - The 12th European Workshop on Visual Information Processing, Sep 2024, Geneva, Switzerland. ⟨10.1109/EUVIP61797.2024.10772924⟩ |
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Enhancing Corner Detection: Leveraging 3×3 Structure Tensor Combined with Hourglass FilterEUSIPCO 2024 - European conference on signal processing, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715066⟩ |
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Straightforward Adaptation of Particle Filter to Fish Eye Images for Top View Pedestrian TrackingICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, France. pp.4300-4304, ⟨10.1109/ICASSP48485.2024.10446632⟩ |
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FORT-RAJ: A Hybrid Fisheye Model for Real-Time Pedestrian Trajectory PredictionICSFP 2024 - 9th International Conference on FRONTIERS OF SIGNAL PROCESSING, Sep 2024, Paris, France. ⟨10.1109/ICFSP62546.2024.10785416⟩ |
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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. ⟨10.1109/MMSP59012.2023.10337708⟩ |
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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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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. ⟨10.1007/978-3-031-43987-2_43⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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. ⟨10.1109/mmsp53017.2021.9733674⟩ |
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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⟩ |
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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. ⟨10.1109/IST50367.2021.9651451⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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Détection de coins par combinaison de filtres asymétriques orientésGRETSI 2017, Sep 2017, Juan les Pins, France |
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Des filtres anisotropes causaux pour une diffusion non contrôléeGRETSI 2017, Dec 2017, Juan les Pins, France |
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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⟩ |
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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⟩ |
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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⟩ |
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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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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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, Italy. pp.5105-5109, ⟨10.1109/ICASSP.2014.6854575⟩ |
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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 |
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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 |
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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 |
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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/, ⟨10.1117/12.2002439⟩ |
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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/ |
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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/ |
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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/ |
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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 |
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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/ |
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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 |
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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 |
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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 |
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Straightforward Adaptation of Particle Filter to Fish Eye Images for Top View Pedestrian TrackingICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, South Korea. IEEE, 2024 |
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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 |
Digital Audio Forensics: Blind Human Voice Mimicry Detection2022 |
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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 : ⟩ |