Image and Signal Processing : 8th International Conference, ICISP 2018, Cherbourg, France, July 2-4, 2018, Proceedings

This book constitutes the refereed proceedings of the 8th International Conference on Image and Signal Processing, ICISP 2018, held in Cherbourg, France, in July 2018. The 58 revised full papers were carefully reviewed and selected from 122 submissions. The contributions report on the latest developments in image and signal processing, video processing, computer vision, multimedia and computer graphics, and mathematical imaging and vision. Front Matter ....Pages I-XVI Front Matter ....Pages 1-1 An Image Processing Method Based on Features Selection for Crop Plants and Weeds Discrimination Using RGB Images (Ali Ahmad, Rémy Guyonneau, Franck Mercier, Étienne Belin)....Pages 3-10 Benchmarking Saliency Detection Methods on Multimodal Image Data (Hanan Anzid, Gaetan Le Goic, Aissam Bekkari, Alamin Mansouri, Driss Mammass)....Pages 11-18 Human Dendritic Cells Segmentation Based on K-Means and Active Contour (Marwa Braiki, Abdesslam Benzinou, Kamal Nasreddine, Aymen Mouelhi, Salam Labidi, Nolwenn Hymery)....Pages 19-27 Image Denoising Using Collaborative Patch-Based and Local Methods (Vittoria Bruni, Domenico Vitulano)....Pages 28-35 Spatially Constrained Mixture Model with Feature Selection for Image and Video Segmentation (Ines Channoufi, Sami Bourouis, Nizar Bouguila, Kamel Hamrouni)....Pages 36-44 Invariant Digital Image Watermarking Scheme in the Projected-Frequency Domain (Dhekra Essaidani, Hassene Seddik)....Pages 45-54 Image Segmentation and Object Extraction for Automatic Diatoms Classification (Emanuel Gutiérrez Lira, Fathallah Nouboud, Alain Chalifour, Yvon Voisin)....Pages 55-62 An Adaptive Block-Based Histogram Packing for Improving the Compression Performance of JPEG-LS for Images with Sparse and Locally Sparse Histograms (Souha Jallouli, Sonia Zouari, Nouri Masmoudi, Atef Masmoudi)....Pages 63-71 Automatic Camera Selection in the Context of Basketball Game (Florent Lefèvre, Vincent Bombardier, Patrick Charpentier, Nicolas Krommenacker, Bertrand Petat)....Pages 72-79 An Objective Evaluation of Edge Detection Methods Based on Oriented Half Kernels (Baptiste Magnier)....Pages 80-89 Ordinal Learning with Vector Space Based Binary Predicates and Its Application to Tahitian Pearls’ Luster Automatic Assessment (Gaël Mondonneix, Sébastien Chabrier, Jean Martial Mari, Alban Gabillon)....Pages 90-98 Separability Index-Based Feature Selection and a Two-Tier Classifier for Improving Diagnostic Performance in Bearings (Viet Tra, Bach Phi Duong, Jong-Myon Kim)....Pages 99-107 Number of Useful Components in Gaussian Mixture Models for Patch-Based Image Denoising (Dai-Viet Tran, Sébastien Li-Thiao-Té, Marie Luong, Thuong Le-Tien, Françoise Dibos)....Pages 108-116 Automatic Video Editing: Original Tracking Method Applied to Basketball Players in Video Sequences (Colin Le Nost, Florent Lefevre, Vincent Bombardier, Patrick Charpentier, Nicolas Krommenacker, Bertrand Petat)....Pages 117-126 Front Matter ....Pages 127-127 Review: Automatic Image Annotation for Semantic Image Retrieval (Hasna Abioui, Ali Idarrou, Ali Bouzit, Driss Mammass)....Pages 129-137 Graph-Based Text Modeling: Considering Mathematical Semantic Linking to Improve the Indexation of Arabic Documents (Mohamed Salim El Bazzi, Driss Mammass, Taher Zaki, Abdelatif Ennaji)....Pages 138-144 Automatic Anonymization of Printed-Text Document Images (Ángel Sánchez, José F. Vélez, Javier Sánchez, A. Belén Moreno)....Pages 145-152 A Fuzzy Radial Basis Model for Arabic Documents Classification (Taher Zaki, Mohamed Salim El Bazzi, Driss Mammass, Abdellatif Ennaji)....Pages 153-162 Front Matter ....Pages 163-163 A Novel Approach to String Instrument Recognition (Anushka Banerjee, Alekhya Ghosh, Sarbani Palit, Miguel Angel Ferrer Ballester)....Pages 165-175 Efficient Implementation of Updating MCU Using the Firmware on the Air (Halim Kacem, Ines Ben Halima)....Pages 176-185 Robust Non Parametric CFAR Detector in Compound Gaussian Clutter in the Presence of Thermal Noise and Interfering Targets (Nouh Guidoum, Faouzi Soltani, Khaled Zebiri, Amar Mezache)....Pages 186-193 Mitigation of Target Tracking Errors and sUAS Response Using Multi Sensor Data Fusion (David S. R. Kondru, Mehmet Celenk)....Pages 194-204 Multi-Pinhole Based X-Ray Fluorescence Computed Tomography: A Comparison with Single Pinhole Case (Tenta Sasaya, Naoki Sunaguchi, Seung-Jun Seo, Tsutomu Zeniya, Kazuyuki Hyodo, Jong-Ki Kim et al.)....Pages 205-212 Front Matter ....Pages 213-213 Multi-view Iterative Random Projections on Big Data Clustering (Safa Bettoumi, Chiraz Jlassi, Najet Arous)....Pages 215-224 Visual Scene Reconstruction Using a Bayesian Learning Framework (Sami Bourouis, Nizar Bouguila, Yexing Li, Muhammad Azam)....Pages 225-232 Salient Spin Images: A Descriptor for 3D Object Recognition (Jihad H’roura, Michaël Roy, Alamin Mansouri, Driss Mammass, Patrick Juillion, Ali Bouzit et al.)....Pages 233-242 Analysis of Camera Pose Estimation Using 2D Scene Features for Augmented Reality Applications (Shabnam Meshkat Alsadat, Denis Laurendeau)....Pages 243-251 Semantic Segmentation of Indoor-Scene RGB-D Images Based on Iterative Contraction and Merging (Jia-Hao Syu, Shih-Hsuan Cho, Sheng-Jyh Wang, Li-Chun Wang)....Pages 252-261 Front Matter ....Pages 263-263 Convolutional Feature Learning and CNN Based HMM for Arabic Handwriting Recognition (Mustapha Amrouch, Mouhcine Rabi, Youssef Es-Saady)....Pages 265-274 Underwater Live Fish Recognition by Deep Learning (Abdelouahid Ben Tamou, Abdesslam Benzinou, Kamal Nasreddine, Lahoucine Ballihi)....Pages 275-283 Editorial Image Retrieval Using Handcrafted and CNN Features (Claudia Companioni-Brito, Mohamed Elawady, Sule Yildirim, Jon Yngve Hardeberg)....Pages 284-291 Pipeline Fault Diagnosis Using Wavelet Entropy and Ensemble Deep Neural Technique (Bach Phi Duong, Jong-Myon Kim)....Pages 292-300 Image Classification in the Frequency Domain with Neural Networks and Absolute Value DCT (Florian Franzen)....Pages 301-309 Adaptive Batch Extraction for Hyperspectral Image Classification Based on Convolutional Neural Network (Maissa Hamouda, Karim Saheb Ettabaa, Med Salim Bouhlel)....Pages 310-318 Region-Based Convolutional Networks for End-to-End Detection of Agricultural Mushrooms (Alexander J. Olpin, Rozita Dara, Deborah Stacey, Mohamed Kashkoush)....Pages 319-328 Time Series Classification with Shallow Learning Shepard Interpolation Neural Networks (Kaleb E. Smith, Phillip Williams)....Pages 329-338 Visual Tracking Using Multi-layer CNN Features Based Discriminant Correlation Filters with Foreground Mask (Tao Yang, Cindy Cappelle, Yassine Ruichek, Mohammed El Bagdouri)....Pages 339-347 Front Matter ....Pages 349-349 PDEs on Graphs for Image Reconstruction on Positron Emission Tomography (Abdelwahhab Boudjelal, Abderrahim Elmoataz, François Lozes, Zoubeida Messali)....Pages 351-359 Digital Image Processing with Quantum Approaches (Nicolas Gillard, Etienne Belin, François Chapeau-Blondeau)....Pages 360-369 The Nonlocal p-Laplacian Evolution Problem on Graphs: The Continuum Limit (Yosra Hafiene, Jalal Fadili, Abderrahim Elmoataz)....Pages 370-377 Fourth Order Nonlinear Diffusion Filters for Multiplicative Noise Removal (Mahipal Jetta, Pradeep Nalluri, Preetham Dasari, Sai Hitesh)....Pages 378-385 A Nonlocal Model for Image Restoration with Gamma Distributed Multiplicative Noise (Fahd Karami, Driss Meskine, Omar Oubbih)....Pages 386-396 Variable Exponent Nonlocal Model with Weaker Norm in the Fidelity Term for Image Restoration (Fahd Karami, Driss Meskine, Khadija Sadik)....Pages 397-406 Digital Cultural Heritage Imaging via Osmosis Filtering (Simone Parisotto, Luca Calatroni, Claudia Daffara)....Pages 407-415 Front Matter ....Pages 417-417 Geometrical Local Image Descriptors for Palmprint Recognition (Bilal Attallah, Youssef Chahir, Amina Serir)....Pages 419-426 Designing Efficient Spoof Detection Scheme for Face Biometric (Maryam Eskandari, Omid Sharifi)....Pages 427-434 Affective Computing: Using Covariance Descriptors for Facial Expression Recognition (Ashaylin Naidoo, Jules Raymond Tapamo, Rethabile Khutlang)....Pages 435-443 Detecting Morphed Face Images Using Facial Landmarks (Ulrich Scherhag, Dhanesh Budhrani, Marta Gomez-Barrero, Christoph Busch)....Pages 444-452 Convolutional Neural-Adaptive Networks for Melanoma Recognition (Ibtissam Bakkouri, Karim Afdel)....Pages 453-460 Gradual Domain Adaptation for Segmenting Whole Slide Images Showing Pathological Variability (Michael Gadermayr, Dennis Eschweiler, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof)....Pages 461-469 Front Matter ....Pages 471-471 Ink Bleed-Through Removal of Historical Manuscripts Based on Hyperspectral Imaging (Cristian da Costa Rocha, Hilda Deborah, Jon Yngve Hardeberg)....Pages 473-480 Colorimetric Screening of the Haze Model Limits (Jessica El Khoury, Jean-Baptiste Thomas, Alamin Mansouri)....Pages 481-489 Spectral Image Enhancement for the Visualization of Dental Lesions (Pauli Fält, Joni Hyttinen, Laure Fauch, Anni Riepponen, Arja Kullaa, Markku Hauta-Kasari)....Pages 490-498 Contrast Enhancement of Dental Lesions by Light Source Optimisation (Joni Hyttinen, Pauli Fält, Laure Fauch, Anni Riepponen, Arja Kullaa, Markku Hauta-Kasari)....Pages 499-507 Target Preserving Hyperspectral Image Compression Using Weighted PCA and JPEG2000 (Ali Can Karaca, Mehmet Kemal Güllü)....Pages 508-516 Towards Highlight Based Illuminant Estimation in Multispectral Images (Haris Ahmad Khan, Jean-Baptiste Thomas, Jon Yngve Hardeberg)....Pages 517-525 Visualization Technique for Change of Edema Condition by Volume Measurement Using Depth Camera (Kenta Masui, Kaoru Kiyomitsu, Keiko Ogawa, Norimichi Tsumura)....Pages 526-533 Analysis of Melanin Pigment Changes in Long Terms for Face of Various Ages: A Case Study on the UV Care Frequency (Ikumi Nomura, Yuri Tatsuzawa, Mihiro Uchida, Nobutoshi Ojima, Takeo Imai, Keiko Ogawa et al.)....Pages 534-544 Back Matter ....Pages 545-547