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ORCIDICISP 2020: Marrakesh, Morocco
- Abderrahim El Moataz, Driss Mammass, Alamin Mansouri
, Fathallah Nouboud:
Image and Signal Processing - 9th International Conference, ICISP 2020, Marrakesh, Morocco, June 4-6, 2020, Proceedings. Lecture Notes in Computer Science 12119, Springer 2020, ISBN 978-3-030-51934-6
Digital Cultural Heritage and Color and Spectral Imaging
- Sunita Saha, Piotr Forys, Jacek Martusewicz, Robert Sitnik:
Approach to Analysis the Surface Geometry Change in Cultural Heritage Objects. 3-13 - Ali Souradi, Christèle Lecomte, Katerine Romeo, Simon L. Gay, Marc-Aurèle Rivière, Abderrahim El Moataz, Edwige E. Pissaloux:
Towards the Tactile Discovery of Cultural Heritage with Multi-approach Segmentation. 14-23 - Christian Degrigny, Frank Boochs, Laura Raddatz, Jonas Veller, Carina Justus, Matthieu Pinette:
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. 24-34 - Rongrong Liu, Yassine Ruichek, Mohammed El Bagdouri:
Multispectral Dynamic Codebook and Fusion Strategy for Moving Objects Detection. 35-43 - Jessica El Khoury, Jean-Baptiste Thomas, Alamin Mansouri:
A Spectral Hazy Image Database. 44-53 - Akif Quddus Khan, Salman Khan, Mohib Ullah, Faouzi Alaya Cheikh:
A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data. 54-61
Data and Image Processing for Precision Agriculture
- Maryam Ouhami, Youssef Es-Saady, Mohamed El Hajji, Adel Hafiane, Raphaël Canals, Mostafa El Yassa:
Deep Transfer Learning Models for Tomato Disease Detection. 65-73 - Mouad Zine El Abidine, Sabine Merdinoglu-Wiedemann, Pejman Rasti, Helin Dutagaci, David Rousseau:
Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves. 74-81 - Mohamed Kerkech, Adel Hafiane, Raphaël Canals, Frédéric Ros:
Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information. 82-90 - Anass Legdou, Hassan Chafik, Aouatif Amine, Said Lahssini, Mohamed Berrada:
A Random Forest-Cellular Automata Modeling Approach to Predict Future Forest Cover Change in Middle Atlas Morocco, Under Anthropic, Biotic and Abiotic Parameters. 91-100
Machine Learning Application and Innovation
- Mouad Riyad, Mohammed Khalil, Abdellah Adib:
Incep-EEGNet: A ConvNet for Motor Imagery Decoding. 103-111 - Sara Berrouk, Abdelaziz El Fazziki, Mohammed Sadgal:
Fuzzy-Based Approach for Assessing Traffic Congestion in Urban Areas. 112-121 - Hiba Asri, Hajar Mousannif, Hassan Al Moatassime, Jihad Zahir:
Big Data and Reality Mining in Healthcare: Promise and Potential. 122-129 - Oumayma El Ansari, Jihad Zahir, Hajar Mousannif:
A Dataset to Support Sexist Content Detection in Arabic Text. 130-137 - Bushra Khalid, Muhammad Usman Akram, Asad Mansoor Khan:
Multistage Deep Neural Network Framework for People Detection and Localization Using Fusion of Visible and Thermal Images. 138-147
Biomedical Imaging
- Mustapha Oloko-Oba, Serestina Viriri:
Diagnosing Tuberculosis Using Deep Convolutional Neural Network. 151-161 - Rania Niri, Hassan Douzi, Yves Lucas, Sylvie Treuillet:
Semantic Segmentation of Diabetic Foot Ulcer Images: Dealing with Small Dataset in DL Approaches. 162-169 - Ibtissam Bakkouri, Karim Afdel:
DermoNet: A Computer-Aided Diagnosis System for Dermoscopic Disease Recognition. 170-177 - Abdelwahhab Boudjelal, Abderrahim El Moataz, Zoubeida Messali:
A New Method of Image Reconstruction for PET Using a Combined Regularization Algorithm. 178-185 - Ryo Takahashi, Keiko Ogawa-Ochiai, Norimichi Tsumura:
Visualizing Blood Flow of Palm in Different Muscle Tense State Using High-Speed Video Camera. 186-193
Deep Learning and Applications
- Mari Tsunomura, Masami Shishikura, Toru Ishii, Ryo Takahashi, Norimichi Tsumura:
Segmentation of Microscopic Image of Colorants Using U-Net Based Deep Convolutional Networks for Material Appearance Design. 197-204 - Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane:
A Deep CNN-LSTM Framework for Fast Video Coding. 205-212 - Kristian Dokic:
Microcontrollers on the Edge - Is ESP32 with Camera Ready for Machine Learning? 213-220 - Bilal Dendani, Halima Bahi, Toufik Sari:
Speech Enhancement Based on Deep AutoEncoder for Remote Arabic Speech Recognition. 221-229
Pattern Recognition
- Abdeljalil Gattal, Chawki Djeddi, Ameur Bensefia, Abdellatif Ennaji:
Handwriting Based Gender Classification Using COLD and Hinge Features. 233-242 - Rashedul Islam, Md. Rafiqul Islam, Kamrul Hasan Talukder:
Extraction and Recognition of Bangla Texts from Natural Scene Images Using CNN. 243-253 - Manal El Baz, Taher Zaki, Hassan Douzi:
Detection of Elliptical Traffic Signs. 254-261 - Linrunjia Liu, Cindy Cappelle, Yassine Ruichek:
Image-Based Place Recognition Using Semantic Segmentation and Inpainting to Remove Dynamic Objects. 262-270 - Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi:
CNN-SVM Learning Approach Based Human Activity Recognition. 271-281 - Ayoub Benali Amjoud, Mustapha Amrouch:
Convolutional Neural Networks Backbones for Object Detection. 282-289 - Khaoula Drid, Mebarka Allaoui, Mohammed Lamine Kherfi:
Object Detector Combination for Increasing Accuracy and Detecting More Overlapping Objects. 290-296
Segmentation and Retrieval
- Imane Belahyane, Mouad Mammass, Hasna Abioui, Ali Idarrou:
Graph-Based Image Retrieval: State of the Art. 299-307 - Ibtissam Al Saidi, Mohammed Rziza, Johan Debayle:
A New Texture Descriptor: The Homogeneous Local Binary Pattern (HLBP). 308-316 - Mebarka Allaoui, Mohammed Lamine Kherfi, Abdelhakim Cheriet:
Considerably Improving Clustering Algorithms Using UMAP Dimensionality Reduction Technique: A Comparative Study. 317-325 - Wala Zaaboub, Lotfi Tlig, Mounir Sayadi, Basel Solaiman:
Logo Detection Based on FCM Clustering Algorithm and Texture Features. 326-336
Mathematical Imaging and Signal Processing
- Imad El Bouchairi, Abderrahim El Moataz, Jalal Fadili:
Discrete p-bilaplacian Operators on Graphs. 339-347 - Khadija Gourrame, Hassan Douzi, Rachid Harba, Rabia Riad, Frédéric Ros, Mehamed ElHajji:
Image Watermarking Based on Fourier-Mellin Transform. 348-356 - Mostafa Bella, Hicham Saylani:
A New Sparse Blind Source Separation Method for Determined Linear Convolutive Mixtures in Time-Frequency Domain. 357-366 - Enrique San Juan, Ali Dehghan Firoozabadi, Ismael Soto, Pablo Adasme, Lucio Cañete:
Proposed Integration Algorithm to Optimize the Separation of Audio Signals Using the ICA and Wavelet Transform. 367-376 - Rishab Khincha, Soundarya Krishnan, Rizwan Parveen, Neena Goveas:
ECG Signal Analysis on an Embedded Device for Sleep Apnea Detection. 377-384
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