Image and Signal Processing: 9th International Conference, ICISP 2020, Marrakesh, Morocco, June 4–6, 2020, Proceedings

Front Matter ....Pages i-xiv
Front Matter ....Pages 1-1
 Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects  (Sunita Saha, Piotr Foryś, Jacek Martusewicz, Robert Sitnik)....Pages 3-13
 Towards the Tactile Discovery of Cultural Heritage with Multi-approach Segmentation  (Ali Souradi, Christele Lecomte, Katerine Romeo, Simon Gay, Marc-Aurele Riviere, Abderrahim El Moataz et al.)....Pages 14-23
 Use of Imaging Techniques as a Support for the Preventive Conservation Strategy of Wall Paintings: Application to the Medieval Decors of the Château de Germolles  (Christian Degrigny, Frank Boochs, Laura Raddatz, Jonas Veller, Carina Justus, Matthieu Pinette)....Pages 24-34
 Multispectral Dynamic Codebook and Fusion Strategy for Moving Objects Detection  (Rongrong Liu, Yassine Ruichek, Mohammed El Bagdouri)....Pages 35-43
 A Spectral Hazy Image Database  (Jessica El Khoury, Jean-Baptiste Thomas, Alamin Mansouri)....Pages 44-53
 A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data  (Akif Quddus Khan, Salman Khan, Mohib Ullah, Faouzi Alaya Cheikh)....Pages 54-61
Front Matter ....Pages 63-63
 Deep Transfer Learning Models for Tomato Disease Detection  (Maryam Ouhami, Youssef Es-Saady, Mohamed El Hajji, Adel Hafiane, Raphael Canals, Mostafa El Yassa)....Pages 65-73
 Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves  (Mouad Zine El Abidine, Sabine Merdinoglu-Wiedemann, Pejman Rasti, Helin Dutagaci, David Rousseau)....Pages 74-81
 Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information  (Mohamed Kerkech, Adel Hafiane, Raphael Canals, Frederic Ros)....Pages 82-90
 A Random Forest-Cellular Automata Modeling Approach to Predict Future Forest Cover Change in Middle Atlas Morocco, Under Anthropic, Biotic and Abiotic Parameters  (Anass Legdou, Hassan Chafik, Aouatif Amine, Said Lahssini, Mohamed Berrada)....Pages 91-100
Front Matter ....Pages 101-101
 Incep-EEGNet: A ConvNet for Motor Imagery Decoding  (Mouad Riyad, Mohammed Khalil, Abdellah Adib)....Pages 103-111
 Fuzzy-Based Approach for Assessing Traffic Congestion in Urban Areas  (Sara Berrouk, Abdelaziz El Fazziki, Mohammed Sadgal)....Pages 112-121
 Big Data and Reality Mining in Healthcare: Promise and Potential  (Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Jihad Zahir)....Pages 122-129
 A Dataset to Support Sexist Content Detection in Arabic Text  (Oumayma El Ansari, Zahir Jihad, Mousannif Hajar)....Pages 130-137
 Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images  (Bushra Khalid, Muhammad Usman Akram, Asad Mansoor Khan)....Pages 138-147
Front Matter ....Pages 149-149
 Diagnosing Tuberculosis Using Deep Convolutional Neural Network  (Mustapha Oloko-Oba, Serestina Viriri)....Pages 151-161
 Semantic Segmentation of Diabetic Foot Ulcer Images: Dealing with Small Dataset in DL Approaches  (Niri Rania, Hassan Douzi, Lucas Yves, Treuillet Sylvie)....Pages 162-169
 DermoNet: A Computer-Aided Diagnosis System for Dermoscopic Disease Recognition  (Ibtissam Bakkouri, Karim Afdel)....Pages 170-177
 A New Method of Image Reconstruction for PET Using a Combined Regularization Algorithm  (Abdelwahhab Boudjelal, Abderrahim El Moataz, Zoubeida Messali)....Pages 178-185
 Visualizing Blood Flow of Palm in Different Muscle Tense State Using High-Speed Video Camera  (Ryo Takahashi, Keiko Ogawa-Ochiai, Norimichi Tsumura)....Pages 186-193
Front Matter ....Pages 195-195
 Segmentation of Microscopic Image of Colorants Using U-Net Based Deep Convolutional Networks for Material Appearance Design  (Mari Tsunomura, Masami Shishikura, Toru Ishii, Ryo Takahashi, Norimichi Tsumura)....Pages 197-204
 A Deep CNN-LSTM Framework for Fast Video Coding  (Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane)....Pages 205-212
 Microcontrollers on the Edge – Is ESP32 with Camera Ready for Machine Learning?  (Kristian Dokic)....Pages 213-220
 Speech Enhancement Based on Deep AutoEncoder for Remote Arabic Speech Recognition  (Bilal Dendani, Halima Bahi, Toufik Sari)....Pages 221-229
Front Matter ....Pages 231-231
 Handwriting Based Gender Classification Using COLD and Hinge Features  (Abdeljalil Gattal, Chawki Djeddi, Ameur Bensefia, Abdellatif Ennaji)....Pages 233-242
 Extraction and Recognition of Bangla Texts from Natural Scene Images Using CNN  (Rashedul Islam, Md Rafiqul Islam, Kamrul Hasan Talukder)....Pages 243-253
 Detection of Elliptical Traffic Signs  (Manal El Baz, Taher Zaki, Hassan Douzi)....Pages 254-261
 Image-Based Place Recognition Using Semantic Segmentation and Inpainting to Remove Dynamic Objects  (Linrunjia Liu, Cindy Cappelle, Yassine Ruichek)....Pages 262-270
 CNN-SVM Learning Approach Based Human Activity Recognition  (Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi)....Pages 271-281
 Convolutional Neural Networks Backbones for Object Detection  (Ayoub Benali Amjoud, Mustapha Amrouch)....Pages 282-289
 Object Detector Combination for Increasing Accuracy and Detecting More Overlapping Objects  (Khaoula Drid, Mebarka Allaoui, Mohammed Lamine Kherfi)....Pages 290-296
Front Matter ....Pages 297-297
 Graph-Based Image Retrieval: State of the Art  (Imane Belahyane, Mouad Mammass, Hasna Abioui, Ali Idarrou)....Pages 299-307
 A New Texture Descriptor: The Homogeneous Local Binary Pattern (HLBP)  (Ibtissam Al Saidi, Mohammed Rziza, Johan Debayle)....Pages 308-316
 Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study  (Mebarka Allaoui, Mohammed Lamine Kherfi, Abdelhakim Cheriet)....Pages 317-325
 Logo Detection Based on FCM Clustering Algorithm and Texture Features  (Wala Zaaboub, Lotfi Tlig, Mounir Sayadi, Basel Solaiman)....Pages 326-336
Front Matter ....Pages 337-337
 Discrete p-bilaplacian Operators on Graphs  (Imad El Bouchairi, Abderrahim El Moataz, Jalal Fadili)....Pages 339-347
 Image Watermarking Based on Fourier-Mellin Transform  (Khadija Gourrame, Hassan Douzi, Rachid Harba, Riad Rabia, Frederic Ros, Mehamed ElHajji)....Pages 348-356
 A New Sparse Blind Source Separation Method for Determined Linear Convolutive Mixtures in Time-Frequency Domain  (Mostafa Bella, Hicham Saylani)....Pages 357-366
 Proposed Integration Algorithm to Optimize the Separation of Audio Signals Using the ICA and Wavelet Transform  (Enrique San Juan, Ali Dehghan Firoozabadi, Ismael Soto, Pablo Adasme, Lucio Cañete)....Pages 367-376
 ECG Signal Analysis on an Embedded Device for Sleep Apnea Detection  (Rishab Khincha, Soundarya Krishnan, Rizwan Parveen, Neena Goveas)....Pages 377-384
Back Matter ....Pages 385-386