Complete list of publications

Journals

---

• "Single Image Atmospheric Veil Removal Using New Priors for Better Genericity",
  A. Duminil, J.-P. Tarel and R. Brémond,
  in Journal MDPI Atmosphere,
  June 2021.

• "Template-matching based detection of hyperbolas in ground-penetrating radargrams for buried utilities",
  F. Sagnard and J.-P. Tarel,
  in Journal of Geophysics and Engineering,
  June 2016.

• "The Guided Bilateral Filter: When the Joint/Cross Bilateral Filter Becomes Robust",
  L. Caraffa, J.-P. Tarel and P. Charbonnier,
  in IEEE Transactions on Image Processing,
  April 2015. Matlab/Mex/C source code.

• "Enhanced Fog Detection and Free Space Segmentation for Car Navigation",
  N. Hautière, J.-P. Tarel, H. Halmaoui, R. Brémond and D. Aubert,
  in Machine Vision and Applications,
  April 2014.

• "Combining Stereo and Atmospheric Veil Depth Cues for 3D Reconstruction",
  L. Caraffa and J.-P. Tarel,
  in IPSJ Transactions on Computer Vision and Applications,
  February 2014. FRIDA3 comparison dataset.

• "Vision Enhancement in Homogeneous and Heterogeneous Fog",
  J.-P. Tarel, N. Hautière, L. Caraffa, A. Cord, H. Halmaoui and D. Gruyer,
  in IEEE Intelligent Transportation Systems Magazine,
  Summer 2012. Matlab source code and FRIDA2 comparison dataset.

• "Rain or Snow Detection in Image Sequences through use of a Histogram of Orientation of Streaks",
  J. Bossu, N. Hautière and J.-P. Tarel,
  in International Journal of Computer Vision,
  July 2011.

• "Vision Models for Image Quality Assessment: One is Not Enough",
  R. Brémond, J.-P. Tarel, E. Dumont and N. Hautière,
  in Journal of Electronic Imaging,
  December 2010.

• "A Lagrangian Half-Quadratic Approach to Robust Estimation and its Applications to Road Scene Analysis",
  J.-P. Tarel and P. Charbonnier,
  in Pattern Recognition Letters,
  October 2010.

• "Mitigation of Visibility Loss for Advanced Camera based Driver Assitances",
  N. Hautière, J.-P. Tarel and D. Aubert,
  in IEEE Transctions on Intelligent Transportation Systems,
  June 2010.

• "A Constrained-Optimization based Half-Quadratic Algorithm for Robustly Fitting Sets of Linearly Parametrized Curves",
  J.-P. Tarel, S.-S. Ieng and P. Charbonnier,
  in international journal Advances in Data Analysis and Classification,
  December 2008.

• "An Exploration of Diversified User Strategies for Image Retrieval with Relevance Feedback",
  M. Crucianu, J.-P. Tarel and M. Ferecatu,
  in Journal of Visual Languages and Computing,
  December 2008.

• "Experimental Validation of Dedicated Methods to In-Vehicle Estimation of Atmospheric Visibility Distance",
  N. Hautière, D. Aubert, E. Dumont and J.-P. Tarel,
  in IEEE Transactions on Instrumentation and Measurement,
  October 2008.

• "Speeding Up Active Relevance Feedback with Approximate kNN Retrieval for Hyperplane Queries",
  M. Crucianu, D. Estevez, V. Oria and J.-P. Tarel,
  in International Journal of Imaging Systems and Technology,
  August 2008.

• "Blind Contrast Enhancement Assessment by Gradient Ratioing at Visible Edges",
  N. Hautière, J.-P. Tarel, D. Aubert and E. Dumont,
  in Image Analysis & Stereology Journal
  June 2008.

• "Free-form Object Reconstruction from Silhouettes, Occluding Edges and Texture Edges: A Unified and Robust Operator based on Duality ",
  S. Liu, K. Kang, J.-P. Tarel and D. B. Cooper,
  in IEEE Transactions on Pattern Analysis and Machine Intelligence,
  January 2008.

• "Automatic Fog Detection and Estimation of Visibility Distance through use of an Onboard Camera ",
  N. Hautière, J.-P. Tarel, J. Lavenant and D. Aubert,
  in Machine Vision and Applications Journal,
  January 2006.

• "Covariant-Conics Decomposition of Quartics for 2D Shape Recognition and Alignment",
  J.-P. Tarel, W. A. Wolovich and D. B. Cooper,
  in Journal of Mathematical Imaging and Vision,
  November 2003.

• "The Complex Representation of Algebraic Curves and Its Simple Exploitation for Pose Estimation and Invariant Recognition",
  J.-P. Tarel and D. B. Cooper,
  in IEEE Transactions on Pattern Analysis and Machine Intelligence,
  July 2000.

• "Improving the Stability of Algebraic Curves for Applications",
  T. Tasdizen, J.-P. Tarel and D. B. Cooper,
  in IEEE Transactions on Image Processing,
  March 2000.

• "A Coarse to Fine 3D Registration Method based on Robust Fuzzy Clustering",
  J.-P. Tarel and N. Boujemaa,
  in Computer Vision and Image Understanding,
  January 1999.

• "Global 3D Planar Reconstruction with Uncalibrated Cameras and Rectified Stereo Geometry",
  J.-P. Tarel,
  in Machine Graphics & Vision Journal,
  1997.

French Journals

---

• "Détection des panneaux de signalisation routière par accumulation bivariée",
  R. Belaroussi and J.-P. Tarel,
  in journal Traitement du Signal,
  December 2010.

• "Une carte de saillance adaptée aux images HDR",
  J. Petit, R. Brémond and J.-P. Tarel,
  in Revue Electronique Francophone d'Informatique Graphique, July 2009.

• "Estimation robuste pour la détection et le suivi par caméra",
  S.-S. Ieng, J.-P. Tarel and P. Charbonnier,
  in revue Traitement du Signal,
  November 2004.

• "Performance des systèmes de vision dans le cadre de la détection d'obstacles routiers",
  S. Glaser, D. Aubert and J.-P. Tarel,
  in revue Recherche Transport Sécurité,
  2004.

• "Calibration de Caméra à Base d'Ellipses",
  J.-P. Tarel and A. Gagalowicz,
  in revue Traitement du Signal,
  1995.

Books

---

• "A Revisited Half-Quadratic Approach for Simultaneous Robust Fitting of Multiple Curves",
  J.-P. Tarel, P. Charbonnier and S.-S. Ieng,
  in book Computer Vision and Computer Graphics, Theory and Applications (Revised selected papers from VISIGRAPP'07),
  2009.

• "Perception through Scattering Media for Autonomous Vehicles",
  N. Hautière, R. Labayrade, C. Boussard, J.-P. Tarel and D. Aubert,
  chapter in book Autonomous Robots Research Advances, Nova Science Publishers,
  April 2008.

• "Robust lane marking detection by the half quadratic approach",
  J.-P. Tarel, S.-S. Ieng and P. Charbonnier,
  in collections Etudes et Recherches des Laboratoires des Ponts et Chaussées,
  November 2007.

French Books

---

• "Optimisation de fonction pseudo booléennes",
  L. Caraffa, J.-P. Tarel and M. Paget
  chapter in book Optimisation de formes en sciences de l'ingénieur : Méthodes et applications, Les collections de l'IFSTTAR,
  September 2018.

• "Optimisation globale pour les contours actifs",
  P. Charbonnier and J.-P. Tarel
  chapter in book Optimisation de formes en sciences de l'ingénieur : Méthodes et applications, Les collections de l'IFSTTAR,
  September 2018.

• "Observation, modélisation et prédiction de la dégradation temporelle des marquages routiers",,
  N. Hautière, V. Ledoux, J.-P. Tarel, V. Boucher and P. Charbonnier,
  in book Projet Divas, September 2010.

• "Assistance à la navigation automobile par temps de brouillard",,
  N. Hautière, R. Belaroussi and J.-P. Tarel,
  in book Projet Divas, September 2010.

• "Détection et Reconnaissance de la signalisation verticale par analyse d'images",
  Under the direction of P. Foucher,
  in collections Etudes et Recherches des Laboratoires des Ponts et Chaussées,
  July 2010.

• "Théorie semi-quadratique, régularisation et estimation robuste",
  P. Charbonnier, J.-P. Tarel and S.-S. Ieng
  chapter in book Problèmes inverses en génie civil, Etudes et Recherches des Laboratoires des Ponts et Chaussées,
  January 2009.

• "Perception par caméra des bords de route",
  J.-P. Tarel,
  in collections Etudes et Recherches des Laboratoires des Ponts et Chaussées,
  January 2003.

• "Estimation géométrique et appariement en modélisation automatique",
  J.-P. Tarel,
  Ph.D. Thesis, Université Paris IX-Dauphine,
  June 1996.

Conferences & Workshops

---

• "AIGLE: Identifying birds species of metropolitan France to better prevent bird collisions at airports",
  G. Testud, J.-P. Tarel and S. Moulherat,
  in International Conference Infrastructure & Ecology Network Europe (IENE'24),
  September 2024.

• "Road Side Perception Systems for Safer Intersections: Field Test",
  S.-S. Ieng, M. Paget, M. Agninoube Tchalim and J.-P. Tarel,
  in International Conference on Internet of Things and Intelligence System (IoTaIS'23),
  November 2023.

• "Early Detection of Cars Exiting Road-side Parking",
  M. Agninoube Tchalim, S.-S. Ieng, J.-P. Tarel,
  in International Conference in Image Processing (ICIP'23),
  October 2023.

• "A New Real-World Video Dataset for the Comparison of Defogging Algorithms",
  A. Duminil, J.-P. Tarel and R. Brémond,
  in International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI'22),
  October 2022.

• "OCAPI - Biodiversity monitoring thanks to more intelligent cameras",
  S. Moulherat, J.-P. Tarel and O. Gimenez,
  in International Conference Infrastructure & Ecology Network Europe (IENE'22),
  September 2022.

• "Single Image Atmospheric Veil Removal Using New Priors",
  A. Duminil, J.-P. Tarel and R. Brémond,
  in International Conference in Image Processing (ICIP'21),
  September 2021.

• "Visibility Restoration in Infra-Red Images",
  O. Fourt and J.-P. Tarel,
  in International Conference in Pattern Recognition (ICPR'20),
  January 2021.

• "Two images comparison with invariance to illumination properties",
  J.-P. Tarel,
  in IEEE International Conference on Image Processing (ICIP'19),
  September 2019.

• "All-weather vision for automotive safety: which spectral band?",
  N. Pinchon, O. Cassignol, A. Nicolas, F. Bernardin, P. Leduc, J-P. Tarel, R. Brémond, E. Bercier and J. Brunet,
  in International Forum on Advanced Microsystems for Automotive Applications (AMAA'18),
  September 2018.

• "Markov Random Field for combined defogging and stereo reconstruction",
  J-P. Tarel and L. Caraffa,
  in SIAM Conference on Imaging Science (SIAMIS'18),
  June 2018.

• "Stereo Ambiguity Index for Semi-Global Matching",
  M. Paget, J.-P. Tarel and P. Monasse,
  in IEEE International Conference on Image Processing (ICIP'17),
  September 2017.

• "All-weather vision for automotive safety: which spectral band?",
  N. Pinchon, M. Ibn-Khedher, O. Cassignol, A. Nicolas, F. Bernardin, P. Leduc, J-P. Tarel, R. Brémond, E. Bercier and G. Julien,
  in SIA Vision,
  October 2016.

• "Adaptive sky detection and preservation in dehazing algorithm",
  S.-K. Dai and J.-P. Tarel,
  in IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS'15),
  November 2015.

• "Extending α-expansion to a larger set of regularization functions",
  M. Paget, J.-P. Tarel and L. Caraffa,
  in IEEE International Conference on Image Processing (ICIP'15),
  September 2015.

• "Comparison between Optical and Computer Vision Estimates of Visibility in Daytime Fog",
  J.-P. Tarel, R. Brémond, E. Dumont and K. Joulan,
  in International Commission on Illumination (CIE'15),
  June 2015.

• "An automatic system for measuring road and tunnel lighting performance",
  F. Greffier, P. Charbonnier, J.-P. Tarel, V. Boucher and F. Fournela,
  in International Commission on Illumination (CIE'15),
  June 2015.

• "Semi-automatic template matching based extraction of hyperbolic signatures in ground-penetrating radar images",
  F. Sagnard and J.-P. Tarel,
  in European Geosciences Union General Assembly (EGU'15),
  April 2015.

• "Daytime Fog Detection and Density Estimation with Entropy Minimisation",
  L. Caraffa and J.-P. Tarel,
  in ISPRS Photogrammetric Computer Vision (PCV'14),
  September 2014.

• "Assessment of statistical-based clutter reduction techniques on ground-coupled GPR data for the detection of buried objects in soils",
  E. Tebchrany, F. Sagnard, V. Baltazart, J.-P. Tarel and X. Derobert,
  in International Conference on Ground Penetrating Radar (GPR'14),
  June-July 2014.

• "Data processing of ground-penetrating radar signals for the detection of discontinuities using polarization diversity",
  E. Tebchrany, F. Sagnard, V. Baltazart and J.-P. Tarel,
  in European Geosciences Union General Assembly (EGU'14),
  April-May 2014.

• "Digital Imaging for Assessing and Improving Highway Visibility",
  D. Aubert, V. Boucher, R. Brémond, P. Charbonnier, A. Cord, E. Dumont, P. Foucher, F. Fournela, F. Greffier, D. Gruyer, N. Hautière, V. Muzet, P. Nicolle, J.-P. Tarel
  in Transport Reserch Arena (TRA'14),
  April 2014.

• "Where we look when we drive: A multidisciplinary approach",
  R. Brémond, J.-M. Auberlet, V. Cavallo, L. Désiré, V. Faure, S. Lemonnier, R. Lobjois and J.-P. Tarel,
  in Transport Reserch Arena (TRA'14),
  April 2014.

• "Markov Random Field Model for Single Image Defogging",
  L. Caraffa and J.-P. Tarel,
  in IEEE Intelligent Vehicles Symposium (IV'13),
  June 2013. Best Student Paper Award. FRIDA2 comparison dataset.

• "Stereo Reconstruction and Contrast Restoration in Daytime Fog",
  L. Caraffa and J.-P. Tarel,
  in IEEE Asian Conference on Computer Vision (ACCV'12),
  November 2012. FRIDA3 comparison dataset.

• "3D Road Environment Modeling Applied to Visibility Mapping: an Experimental Comparison",
  J.-P. Tarel, P. Charbonnier, F. Goulette and J.-E. Deschaud,
  in IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications (DSRT'12),
  October 2012.

• "Robust 2D Location of Interest Points by Accumulation",
  J.-P. Tarel and R. Belaroussi,
  in IEEE International Conference on Image Processing (ICIP'12),
  September-October 2012.

• "Detection and Recognition of Urban Road Markings Using Images",
  P. Foucher, Y. Sebsadji, J.-P. Tarel, P. Charbonnier and P. Nicolle,
  in IEEE Conference on Intelligent Transportation Systems (ITSC'11),
  October 2011.

• "Lane Marking Extraction with Combination Strategy and Comparative Evaluation on Synthetic and Camera Images",
  E. Pollard, D. Gruyer, J.-P. Tarel, S.-S. Ieng and A. Cord,
  in IEEE Conference on Intelligent Transportation Systems (ITSC'11),
  October 2011.

• "Vehicle Attitude Estimation in Adverse Weather Conditions using a Camera, a GPS and a 3D road Map",
  R. Belaroussi, J.-P. Tarel and N. Hautière,
  in IEEE Intelligent Vehicles Symposium (IV'11),
  June 2011.

• "Saliency Maps of High Dynamic Range Images",
  R. Brémond, J. Petit and J.-P. Tarel,
  in Media Retargeting Workshop in conjunction with ECCV'10,
  September 2010.

• "Road Sign Detection in Images: A Case Study",
  R. Belaroussi, P. Foucher, J.-P. Tarel, B. Soheilian, P. Charbonnier and N. Paparoditis,
  in International Conference on Pattern Recognition (ICPR'10),
  August 2010. PItowns comparison dataset.

• "Improved Visibility of Road Scene Images under Heterogeneous Fog",
  J.-P. Tarel, N. Hautière, A. Cord, D. Gruyer and H. Halmaoui,
  in IEEE Intelligent Vehicles Symposium (IV'10),
  June 2010. Matlab source code and FRIDA comparison dataset.

• "Robust Road Marking Extraction in Urban Environments Using Stereo Images",
  Y. Sebsadji, J.-P. Tarel, P. Charbonnier and P. Foucher,
  in IEEE Intelligent Vehicles Symposium (IV'10),
  June 2010.

• "A model for Automatic Diagnostic of Road Signs Saliency",
  L. Simon, J.-P. Tarel and R. Brémond,
  in Transport Research Arena (TRA'10),
  June 2010.

• "On the Diagnostic of Road Pathway Visibility",
  P. Charbonnier, J.-P. Tarel and F. Goulette
  in Transport Research Arena (TRA'10),
  June 2010.

• "Angle Vertex and Bisector geometric Model for Triangular Road Sign Detection",
  R. Belaroussi and J.-P. Tarel,
  in IEEE Workshop on Applications of Computer Vision (WACV'09),
  December 2009.

• "A Real-Time Road Sign Detection using Bilateral Chinese Transform",
  R. Belaroussi and J.-P. Tarel,
  in International Symposium on Visual Computing (ISVC'09),
  December 2009.

• "Saliency Maps of High Dynamic Range Images",
  J. Petit, R. Brémond and J.-P. Tarel,
  in Symposium on Applied Perception in Graphics and Visualization (APGV'09),
  September-October 2009.

• "Fast Visibility Restoration from a Single Color or Gray Level Image",
  J.-P. Tarel and N. Hautière,
  in IEEE International Conference on Computer Vision (ICCV'09),
  September 2009. Matlab source code and image comparison dataset.

• "A computational model of visual search saliency for road signs diagnostic",
  L. Simon, J.-P. Tarel and R. Brémond,
  in European Conference on Visual Perception (ECVP'09),
  August 2009.

• "Distributed Volumetric Scene Geometry Reconstruction With a Network of Distributed Smart Cameras",
  S. Liu, K. Kang, D. B. Cooper and J.-P. Tarel,
  in IEEE Conference on Computer Vision and Pattern recognition (CVPR'09),
  June 2009.

• "Long-Range Road Detection for Off-line Scene Analysis",
  J.-P. Tarel and E. Bigorgne,
  in IEEE Intelligent Vehicles Symposium (IV'09),
  June 2009.

• "Alerting the Drivers about Road Signs with Poor Visual Saliency",
  L. Simon, J.-P. Tarel and R. Brémond,
  in IEEE Intelligent Vehicles Symposium (IV'09),
  June 2009.

• "Free space detection for autonomous navigation in daytime foggy weather",
  N. Hautière, J.-P. Tarel and D. Aubert,
  in IAPR Conference on Machine Vision Applications (MVA'09),
  Mai 2009.

• "Evaluation of Road Marking Feature Extraction",
  T. Veit, J.-P. Tarel, P. Nicolle and P. Charbonnier,
  in IEEE Conference on Intelligent Transportation Systems (ITSC'08),
  October 2008. ROMA image database.

• "Towards the Estimation of Conspicuity with Visual Priors",
  L. Simon, J.-P. Tarel and R. Brémond,
  in International Conference on Computer Vision Theory and Applications (VISAPP'08),
  January 2008.

• "On Robust Fitting of Curves and Sets of Curves",
  J.-P. Tarel, S.-S. Ieng and P. Charbonnier,
  in International Conference on Non Convex Programming (NCP'07),
  December 2007.

• "Backward Segmentation and Region Fitting for Geometrical Visibility Range Estimation",
  E. Bigorgne and J.-P. Tarel,
  in Asian Conference on Computer Vision (ACCV'07),
  November 2007.

• "Hyperplane Queries in a Feature-Space M-tree for Speeding up Active Learning",
  M. Crucianu, D. Estevez, V. Oria and J.-P. Tarel,
  in Journées Bases de Données Avancées (BDA'07),
  October 2007.

• "Accurate and Robust Image Alignment for Road Profile Reconstruction",
  J.-P. Tarel, S.-S. Ieng and P. Charbonnier,
  in International Conference on Image Processing (ICIP'07),
  September 2007.

• "Blind Contrast Restoration Assessment by Gradient Ratioing at Visible Edges",
  N. Hautière, J.-P. Tarel, D. Aubert and E. Dumont,
  in International Congress for Stereology (ICS'07),
  September 2007.

• "Perceptual Hysteresis Thresholding: Towards Driver Visibility Descriptors",
  N. Hautière, J.-P. Tarel and R. Brémond,
  in International Conference on Intelligent Computer Communication and Processing (ICCP'07),
  September 2007.

• "A new paradigm for the computation of conspicuity of traffic signs in road images",
  L. Simon, J.-P. Tarel and R. Brémond,
  in International Conference of the 26th session of the CIE (CIE'07),
  July 2007.

• "Towards Fog-Free In-Vehicle Vision Systems through Contrast Restoration",
  N. Hautière, J.-P. Tarel and D. Aubert,
  in International Conference on Computer Vision and Pattern Recognition (CVPR'07),
  June 2007.

• "Simultaneous Contrast Restoration and Obstacles Detection: First Results",
  N. Hautière, J.-P. Tarel and D. Aubert,
  in IEEE Intelligent Vehicles Symposium (IV'07),
  June 2007.

• "Modeling Non-Gaussian Noise for Robust Image Analysis",
  S.-S. Ieng, J.-P. Tarel and P. Charbonnier,
  in International Conference on Computer Vision Theory and Applications (VISAPP'07),
  March 2007.

• "Simultaneous Robust Fitting of Multiple Curves",
  J.-P. Tarel, P. Charbonnier and S.-S. Ieng,
  in International Conference on Computer Vision Theory and Applications (VISAPP'07),
  March 2007.

• "Object Predetection Based on Kernel Parametric Distribution Fitting",
  J.-P. Tarel and S. Boughorbel,
  in International Conference on Pattern Recognition (ICPR'06),
  August 2006.

• "GCS Kernel For SVM Based Image Recognition",
  S. Boughorbel, J.-P. Tarel, F. Fleuret and N. Boujemaa,
  in International Conference on Artificial Neural Networks (ICANN'05),
  September 2005.

• "The LCCP For Optimizing Kernel Parameters For SVM",
  S. Boughorbel, J.-P. Tarel and N. Boujemaa,
  in International Conference on Artificial Neural Networks (ICANN'05),
  September 2005.

• "Generalized Histogram Intersection Kernel for Image Recognition",
  S. Boughorbel, J.-P. Tarel and N. Boujemaa,
  in IEEE International Conference on Image Processing (ICIP'05),
  September 2005.

• "Conditionally Positive Definite Kernels for SVM Based Image Recognition",
  S. Boughorbel, J.-P. Tarel and N. Boujemaa,
  in IEEE International Conference on Multimedia and Expo (ICME'05),
  July 2005.

• "The Intermediate Matching Kernel for Image Local Features",
  S. Boughorbel, J.-P. Tarel and N. Boujemaa,
  in International Joint Conference on Neural Networks (IJCNN'05),
  July 2005.

• "A Comparison of User Strategies in Image Retrieval with Relevance Feedback",
  M. Crucianu, J.-P. Tarel and M. Ferecatu,
  in 7th International Workshop on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib'05),
  May 2005.

• "Non-Mercer Kernels for SVM Object Recognition",
  S. Boughorbel, J.-P. Tarel and F. Fleuret,
  in British Machine Vision Conference (BMVC'04),
  September 2004.

• "Evaluation of Robust Fitting Based Detection",
  S.-S. Ieng, J.-P. Tarel and P. Charbonnier,
  in European Conference on Computer Vision (ECCV'2004),
  May 2004.

• "A Unified Linear Fitting Approach for Singular and Non-Singular 3D Quadrics from Occluding Contours",
  K. Kang, J.-P. Tarel and D. B. Cooper,
  in IEEE Workshop on Higher-level Knowledge in 3D Modeling and Motion (HLK'2003) in conjunction with ICCV'03,
  October 2003.

• "On the Design of a Single Lane-Markings Detector Regardless the On-board Camera's Position",
  S.-S. Ieng, J.-P. Tarel and R. Labayrade,
  in IEEE Intelligent Vehicle Symposium (IV'2003),
  June 2003.

• "Road Singularities Detection and Classification",
  A.-P. Leitao, S. Tilie, M. Mangeas, J.-P. Tarel, V. Vigneron and S. Lelandais,
  in European Symposium on Artificial Neural Networks (ESANN'2003),
  April 2003.

• "On the Choice of Similarity Measures for Image Retrieval by Example",
  J.-P. Tarel and S. Boughorbel,
  in ACM MultiMedia 2002,
  December 2002.

• "Using Robust Estimation Algorithms for Tracking Explicit Curves",
  J.-P. Tarel, S.-S. Ieng and P. Charbonnier,
  in European Conference on Computer Vision (ECCV'2002),
  May 2002.

• "Calibration of Panoramic Catadioptric Sensors Made Easier",
  J. Fabrizio, J.-P. Tarel and R. Benosman,
  in IEEE Workshop on Omnidirectional Vision (Omnivis'02),
  June 2002.

• "Real Time Obstacle Detection in Stereo Vision on Non-Flat Road Geometry Through V-disparity Representation",
  R. Labayrade, D. Aubert and J.-P. Tarel,
  in IEEE Intelligent Vehicle Symposium (IV'2002),
  June 2002.

• "A Linear Dual-Space Approach to 3D Surface Reconstruction from Occluding Contours using Algebraic Surfaces",
  K. Kang, J.-P. Tarel, R. Fishman and D.B. Cooper,
  in IEEE International Conference on Computer Vision (ICCV'01),
  July 2001.

• "Combined Dynamic Tracking and Recognition of Curves with Application to Road Detection",
  J.-P. Tarel and F. Guichard,
  in IEEE International Conference on Image Processing (ICIP'00),
  September 2000.

• "Sensing of Car Environment at Low Speed Driving",
  J. Langheim, R. Divko, F. Tango, J.-P. Artis, M. Wahl, S. Ambellouis, Ch. Lavergne, M. Spigai, U. Lages, M. Dittmer, S. Ludwig, W. Reiland, M. Parent, Th. Fraichard, E. Marchand, J.-P. Tarel, D. Aubert, M. Mangeas, J.-M. Blosseville, A. Buchanan, M. Thompson, A. Trace, C. Shooter, B. Steux, P. Coulombeau and C. Laurgeau,
  in 7th World Congress on Intelligent Transport Systems (ITS'00),
  October 2000.

• "Curve Finder Combining Perceptual Grouping and a Kalman Like Fitting",
  F. Guichard and J.-P. Tarel,
  in IEEE International Conference on Computer Vision (ICCV'99),
  September 1999.

• "Tracking Occluded Lane-Markings for Lateral Vehicle Guidance",
  J.-P. Tarel, F. Guichard and D. Aubert.
  in Recent Advances in Signal Processing and Communications, World Scientific and Engineering Society Press,
  July 1999.

• "Algebraic Curves That Work Better",
  T. Tasdizen, J.-P. Tarel and D. B. Cooper,
  in IEEE Conference on Computer Vision and Pattern Recognition (CVPR'99),
  June 1999.

• "Robust Fuzzy Clustering for 3D Registration",
  J.-P. Tarel and N. Boujemaa,
  in 18th IEEE International Conference of the North American Fuzzy Information (NAFIPS'99),
  invited in session "Recognition Applications for Fuzzy Systems",
  June 1999.

• "A New Complex Basis for Implicit Polynomial Curves and its Simple Exploitation for Pose Estimation and Invariant Recognition",
  J.-P. Tarel and D. B. Cooper,
  in IEEE Conference on Computer Vision and Pattern Recognition (CVPR'98),
  June 1998.

• "Covariant Conics Decomposition of Quartics for 2D Object Recognition and Affine Alignment",
  J.-P. Tarel, W. A. Wolovich and D. B. Cooper,
  in International Conference on Image Processing (ICIP'98),
  October 1998.

• "Pose Estimation of Free-Form 3D Objects without Point Matching using Algebraic Surface Models"
  J.-P. Tarel, H. Civi and D. B. Cooper,
  in IEEE Worshop Model Based 3D Image Analysis (MB3IA),
  January 1998.

• "From 2D Images to 3D Face Geometry",
  R. Lengagne, J.-P. Tarel and O. Monga,
  in IEEE International Conference on Automatic Face and Gesture Recognition (FG'96),
  October 1996.

• "Multi-Objects Interpretation",
  J.-P. Tarel,
  in IEEE International Conference on Pattern Recognition (ICPR'96),
  August 1996.

• "RES: computing the interactions between real and virtual objects in video sequences",
  P. Jancène, F. Neyret, X. Provot, J.-P. Tarel, J.-M. Vézien, C. Meilhac and A. Verroust,
  in IEEE Workshop on Networked Realities (NR'95),
  October 1995.

• "A Fuzzy 3D Registration Method",
  J.-P. Tarel and N. Boujemaa,
  in European Congress on Intelligent Techniques and Soft Computing (EUFIT'95),
  August 1995.

• "A Generic Approach for Planar Patches Stereo Reconstruction",
  J.-P. Tarel and J.-M. Vezien,
  in Scandinavian Conference on Image Analysis (SCIA'95),
  June 1995.

French Conferences

---

• "Détecter et identifier les oiseaux de France métropolitaine pour mieux prévenir les collisions aviaires dans les aéroports",
  G. Testud, S. Moulherat and J.-P. Tarel,
  in Conference Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP'24),
  July 2024.

• "Contrôle de la direction privilégiée dans deux variantes de la méthode de reconstruction stéréoscopique SGM",
  M. Paget, J.-P. Tarel, P. Monasse,
  in congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP'18),
  June 2018.

• "Un modèle de mélange pour la segmentation de données spatiales",
  A. Samé, J.-P. Tarel and N. Ait Saidi
  in Journées de Statistique de la SFdS (JDS'15),
  June 2015.

• "Perception embarquée en présence de brouillard",
  D. Aubert and J.-P. Tarel,
  invited talk in Atelier Perception pour le véhicule intelligent (RFIA'14),
  June 2014.

• "Nouvelles approches en diagnostic de la visibilité géométrique routière",
  P. Charbonnier and J.-P. Tarel,
  in conférence Prévention des Risques et Aides à la Conduite (PRAC'10),
  May 2010.

• "Modèle géométrique du sommet et de la bissectrice d'un angle pour la détection de panneaux triangulaires",
  R. Belaroussi and J.-P. Tarel
  in congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'10),
  January 2010.

• "Utilisation d'un modèle probabiliste d'orientation de segments pour détecter des hydrométéores dans des séquences vidéo",
  J. Bossu, N. Hautière and J.-P. Tarel,
  in colloque GRETSI'09,
  September 2009.

• "Amélioration de la reconnaissance des marquages routiers par l'optimisation d'algorithmes d'extraction",
  J. Ninot, J.-P. Tarel, T. Gavrilovic, L. Smadja and K. Heggarty,
  in colloque COGIST'09,
  June 2009.

• "Une carte de saillance adaptée aux images HDR",
  J. Petit, R. Brémond and J.-P. Tarel,
  in Journées de l'Association Française d'Informatique Graphique (AFIG'08),
  November 2008.

• "Utilisation de la distance de Hausdorff dans un SVM?",
  L. Simon and J.-P. Tarel,
  in MAnifestation des Jeunes Chercheurs STIC (MajecStic'06),
  November 2006.

• "Ajustement robuste et simultané de plusieurs courbes et applications au suivi de marquages routiers",
  J.-P. Tarel, P. Charbonnier and S.-S. Ieng,
  in Journées des Sciences de l'Ingénieur (JSI'06),
  December 2006.

• "La saillance visuelle des objets routiers, un indicateur de la visibilité routière",
  R. Brémond, J.-P. Tarel, H. Choukour and M. Deugnier,
  in Journées des Sciences de l'Ingénieur (JSI'06),
  December 2006.

• "Validation expérimentale de méthodes dédiées à l'estimation embarquée de la visibilité atmosphérique",
  N. Hautière, D. Aubert, E. Dumont and J.-P. Tarel,
  in Journées des Sciences de l'Ingénieur (JSI'06),
  December 2006.

• "Estimation robuste et applications au traitement d'images",
  S.-S. Ieng, J.-P. Tarel and P. Charbonnier,
  in Colloque Statistique des processus- Applications au traitement du signal et de l'image à Angers (SSIA'05),
  September 2005.

• "Réalité Enrichie par Synthèse",
  P. Jancène, F. Neyret, X. Provot, J.-P. Tarel, J.-M. Vézien, C. Meilhac and A. Verroust,
  in Conference Reconnaissance des Formes et Intelligence Artificielle (RFIA'96),
  January 1996.

• "Une méthode de Calibration Radiométrique de Caméra à focale variable",
  J.-P. Tarel,
  in Conference Reconnaissance des Formes et Intelligence Artificielle (RFIA'96),
  January 1996.

• "Une approche floue du recalage 3D : généricité et robustesse",
  J.-P. Tarel and N. Boujemaa,
  in Conference Reconnaissance des Formes et Intelligence Artificielle (RFIA'96),
  January 1996.

• "Calibration de Caméra à Base d'Ellipses",
  J.-P. Tarel and A. Gagalowicz,
  in Conference Reconnaissance des Formes et Intelligence Artificielle (RFIA'94),
  January 1994. Selected for publication in Traitement du Signal.

• "Calibration métrique faible et construction interactive de modèles 3D de scènes",
  V. Meas-Yedid, J.-P. Tarel and A. Gagalowicz,
  in Conference Reconnaissance des Formes et Intelligence Artificielle (RFIA'94),
  January 1994.

Patents

---

• "Procédé et dispositif de traitement d'images",
  O. Fourt and J.-P. Tarel,
  French patent registration number FR1913539 by IFSTTAR,
  December 2019.

• "Method for determining the range of visibility and method for detecting the presence of fog",
  J. Lavenant, J.-P. Tarel and D. Aubert,
  World Patent WO/2003/069275 by LCPC/INRETS,
  February 2003.

• "Method for determining the range of visibility and method for detecting the presence of fog",
  J. Lavenant, J.-P. Tarel and D. Aubert,
  European Patent EP1474652 by LCPC/INRETS,
  February 2002.

• "Procédé de détermination de la distance de visibilité et procédé de détermination de la présence d'un brouillard",
  J. Lavenant, J.-P. Tarel and D. Aubert,
  French Patent FR2835911 by LCPC/INRETS,
  February 2002.

• "Extraction of level lines in digitalized images and its use for motion control",
  J.-P. Tarel, F. Guichard and D. Aubert,
  European Patent EP1246128 by INRETS,
  March 2001.

Technical Journals

---

• "Méthodes et outils pour limiter les collisions animal-véhicule",
  G. Testud, L. Pautrel, J.-P. Tarel, S. Moulherat, C. Plotard, N. Hautière
  Revue Générale des Routes et de l'Aménagement (RGRA), number 1003, p. 45–49,
  Avril 2024.

• "L'analyse automatique de vidéo pour les usagers vulnérables en milieu urbain",
  T. Durlin, P. Salmane, J. Rivera, D. Doucet, V. Leray and J.-P. Tarel,
  Revue TEC des mobilités intelligentes, number 240, p. 42–43,
  Janvier 2024.

• "Localisation pour la conduite automatisée",
  D. Bétaille, J.-P. Tarel, S.-S. Ieng, C. Meurie, S. Ambellouis, D. Gruyer and J. Marais,
  Revue de l’Electricité et de l’Electronique (REE), number 2, p. 79–87,
  June 2023.

• "La stéréovision appliquée à l'analyse de scènes routières",
  Pierre Charbonnier, Valérie Muzet, Philippe Nicolle, Nicolas Hautière, Jean-Philippe Tarel, Didier Aubert,
  in Bulletin des Laboratoires des Ponts et Chaussées,
  October/November 2008.

• "La visibilité géométrique: quels outils de diagnostic?",
  K. Kerdudo, V. Le Mestre, P. Charbonnier, J.-P. Tarel and G. Lepotier,
  in Revue générale des Routes et des Aérodromes (RGRA), number 865, p. 48-51,
  March 2008.

Research Reports

---

• "Etude de nouvelles aides á la localisation pour la navette autonome",
  M. Agninoube Tchalim, D. Bétaille, S.-S. Ieng and J.-P. Tarel,
  Deliverable L2.1.1, ENA Project,
  March 2023.

• "Détection du brouillard par caméra sur l'A62 durant l'hiver 2019-2020",
  J.-P. Tarel and E. Dumont,
  Technical Report for ASF,
  December 2022.

• "OCAPI : Observation de la biodiversité par CAméras Plus Intelligentes",
  S. Moulherat, J.-P. Tarel and O. Gimenez
  Deliverable, OCAPI Project,
  December 2021.

• "Détection des conditions dégradées et restauration du contraste des images",
  E. Bernard, O. Fourt and J.-P. Tarel,
  Deliverable L32, AWARE Project,
  September 2017.

• "Measurement of Meteorological Visibility Conditions with Traffic Cameras",
  E. Dumont, J.-P. Tarel and N. Hautière,
  Deliverable, COMET Project,
  March 2017.

• "Spécification des tests",
  R. Brémond, E. Dumont, J.-P. Tarel, F. Bernardin and N. Pinchon,
  Deliverable L12, AWARE Project,
  March 2015.

• "Filtrage bilatéral guidé des images",
  J.-P. Tarel, L. Caraffa and P. Charbonnier,
  in Journées des doctorants SPI-STIC de l'IFSTTAR (JDD'12),
  June 2012.

• "Segmentation d'itinéraires par analyse d'images : besoins et requis",
  P. Foucher, P. Charbonnier and J.-P. Tarel,
  I2V Research report,
  2012.

• "Description of Innovative methods",
  J.-P. Tarel, N. Hautière, L. Caraffa, H. Halmaoui and A. Cord,
  Deliverable 3.3, ICADAC Project,
  October 2011.

• "Description of the Methods improving the images altered by fog",
  J.-P. Tarel, N. Hautière, A. Cord, H. Halmaoui, L. Caraffa and D. Aubert,
  Deliverable 3.1, ICADAC Project,
  August 2011.

• "Détection et reconnaissance des marquages routiers par analyse d'images",
  P. Foucher, Y. Sebsadji, J.-P. Tarel and P. Charbonnier,
  Deliverable 15, Itowns Project,
  July 2011.

• "Évaluation comparative des méthodes de mesures de la visibilité géométrique",
  J.-P. Tarel and P. Charbonnier
  Deliverable 1.C.4, Divas Project,
  October 2010.

• "Détection des panneaux de signalisation routière",
  R. Belaroussi, J.-P. Tarel, P. Foucher, P. Charbonnier, B. Soheilian and N. Paparoditis,
  Deliverable 10, Itowns Project,
  February 2010.

• "Evaluation comparative des méthodes de mesure de la distance de visibilité",
  J.-P. Tarel, P. Charbonnier, L. Désiré, D. Bill and F. Goulette,
  Deliverable 3.1.2, Vizir Project,
  May 2009.

• "Etat de l'art sur l'extraction automatique de marquages routiers à partir d'imageries urbaines acquises depuis le sol",
  B. Soheilian, J.-P. Tarel and N. Paparoditis,
  Deliverable 1, Itowns Project,
  January 2009.

• "Rapport d'acquisition de données expérimentales sur les sites retenus",
  K. Kerdudo, P. Charbonnier, J.-P. Tarel, D. Bill, L. Désiré and F. Goulette,
  Deliverable 3.1.1, Vizir Project,
  November 2008.

• "Méthodes de mesure de la visibilité géométrique",
  E. Bigorgne, P. Charbonnier and J.-P. Tarel,
  Deliverable 1.2.4, Vizir Project,
  September 2008.

• "Expérimentation pour tester un modèle de calcul de la saillance attentionnelle",
  J.-P. Tarel and H. Choukour,
  LCPC Research Report,
  August 2006.

• "Improving The Stability Of Algebraic Curves For Applications",
  T. Tasdizen, J.-P. Tarel and D. B. Cooper,
  LEMS Research Report TR-176,
  July 1998.

• "A Complex Basis for Implicit Polynomial Curves and its Simple Exploitation for Pose Estimation and Invariant Recognition",
  J.-P. Tarel and D. B. Cooper,
  LEMS Research Report TR-175,
  June 1998.

• "Recalage géométrique avec plusieurs prototypes",
  J.-P. Tarel,
  INRIA Research Report #2988,
  September 1996.

• "Camcal v1.0 Manual: A Complete Software Solution for Camera Calibration",
  J.-P. Tarel, J.-M. Vézien,
  INRIA Technical Report #0196,
  September 1996.

• "Reconstruction globale et robuste de facettes 3D",
  J.-P. Tarel,
  INRIA Research Report #2813,
  February 1996.

• "Une approche floue du recalage 3D : généricité et robustesse",
  J.-P. Tarel and N. Boujemaa,
  INRIA Research Report #2716,
  November 1995.

• "Calibration Radiométrique de Caméra",
  J.-P. Tarel,
  INRIA Research Report #2509,
  March 1995.

• "A Generic Approach for Planar Patches Stereo Reconstruction",
  J.-M. Vezien, J.-P. Tarel,
  INRIA Research Report #2507,
  Febuary 1995.

• "Calibration de caméra fondée sur les ellipses",
  J.-P. Tarel,
  INRIA Research Report #2200,
  January 1994.

• "La calibration de caméras dans un système de vision",
  J.-P. Tarel,
  Rapport de stage de DEA, ENPC,
  1991.

Audiovisual material

---

• "Stereo reconstruction of 3D planar patches",
  J.-P. Tarel,
  Video, INRIA, 5min,
  December 1996.

• "From 2D images to 3D models",
  J.-P. Tarel,
  Video, INRIA, 3min,
  June 1996.

• "Réalité enrichie par la synthèse",
  P. Jancène, C. Meilhac, F. Neyret, X. Provot, J.-P. Tarel, J.-M. Vézien and A. Verroust,
  Video, INRIA, 1min,
  June 1995.