IPTA

Publications

2023

Elvis Togban, Fatma Kerouh, Djemel Ziou
Identifying color space for improved image display. IPTA (2023)
Meaza Eyakem Gebreamlak, Meghna P. Ayyar, Jenny Benois-Pineau, Jean-Pierre Salmon, Akka Zemmari
Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers for Covid-19 Detection. IPTA (2023)
Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Hua Li, Pierre Vera, Pierre Decazes, Su Ruan
Prediction of Head-Neck Cancer Recurrence from Pet/CT Images with Havrda-Charvat Entropy. IPTA (2023)
Md. Shahid, Prajwal Vk, Inzamam Ul Haq, Md. Faisal
Exploration of Deep Methods for Cross-Domain Aerial Image Matching. IPTA (2023)
Ishak Ayad, Cécilia Tarpau, Javier Cebeiro, Maï K. Nguyen
A deep-learning based algorithm for image reconstruction in Compton tomography. IPTA (2023)
Prashant Goswami, Henrik Johansson, Abbas Cheddad
Animated lightning bolt generation using machine learning. IPTA (2023)
Laure Acin, Pierre Jacob, Camille Simon Chane, Aymeric Histace
VK-SITS: a Robust Time-Surface for Fast Event-Based Recognition. IPTA (2023)
Fouad Boudjenouia, Karim Abed-Meraim, Aladine Chetouani, Rachid Jennane
Blind Image Separation Using Composite Criteria based on Statistical Information and Sparse Representation. IPTA (2023)
Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. IPTA (2023)
Aurore Semeux-Bernier, Francesca Bonini, Maria Fratello, Elodie Garnier, Samuel Medina Villalon, Jean-Michel Badier, Frédéric Richard, Christian-George Bénar
Features Extraction on Independent Component Analysis Computed on Interictal Magnetoencephalography to Characterize Epileptic Sources. IPTA (2023)
Yaroub Elloumi, Rostom Kachouri
A Robustness Study of Machine Learning Based Methods for Macula Detection in Pathological Fundus Images. IPTA (2023)
Huaijin Wang, Khalifa Djemal, Amir Ali Feiz, Sheli Sinha Chaudhuri
Prediction of Air Pollutant Concentrations in Airport Areas using Machine Learning Architecture. IPTA (2023)
Adrien Julia, Rabah Iguernaissi, François Michel, Valery Matarazzo, Djamal Merad
Post-processing of light sheet fluorescence microscope images using auto-encoders and Richardson-Lucy deconvolution. IPTA (2023)
Juneyoung Park, Hye-Rim Shin, Tae-Joon Kim
OSA-NET : An Efficient Convolutional Neural Network for OSA Diagnosis Screening Tool. IPTA (2023)
Mohamed Berrimi, Mourad Oussalah, Rachid Jennane
A 3D Deep Learning Approach for Meniscus Tear Severity at the Region-level. IPTA (2023)
Chloé Mercier, Sylvain Faisan, Alexandre Pron, Nadine Girard, Guillaume Auzias, Thierry Chonavel, François Rousseau
Retrospective motion estimation for fetal brain MRI. IPTA (2023)
Samuel Lozachmeur, Thierry Urruty, Philippe Carré
Interactive and light approach for near duplicate retrieval in multiple contexts. IPTA (2023)
S. K. Daud Hassan, Sripama Banerjee, Debanka Pal, Sheli Sinha Chaudhuri, Khalifa Djemal, Amir Ali Feiz
MangNet: A Muti-Scale Contextual Information Driven Deep Learning Architecture designed to perform Sunderban Landcover classification. IPTA (2023)
Raghida El Saj, Chi-Hieu Pham, Ehsan Sedgh Gooya, Ayman Alfalou, Mohamad Khalil
Privacy Preserving Encoder Classifier for Access Control Based on Face Recognition. IPTA (2023)
Sriparna Banerjee, S. K. Daud Hassan, Suranjana Mukherjee, Sheli Sinha Chaudhuri, Khalifa Djemal, Amir Ali Feiz
Foliage-Pattern-Identifier: A Hybridized Grey Wolf & Adam optimized Deep Learning architecture designed for identification of similarly patterned leaves. IPTA (2023)
Matej Lébl, Jan Flusser
Invariant Convolutional Networks. IPTA (2023)
Md Saroar Jahan, Mominul Islam, Md Sanjid Hossain, Jhuma Kabir Mim, Mourad Oussalah, Nasrin Akter
Road Condition Detection and Crowdsourced Data Collection for Accident Prevention: A Deep Learning Approach. IPTA (2023)
Ankita Agrawal, Tobias Müller, Tobias Schmähling, Stefan Elser, Jörg Eberhardt
RWU3D: Real World ToF and Stereo Dataset with High Quality Ground Truth. IPTA (2023)
Duygu Cakir, Nafiz Arica
Context-Aware Facial Expression Recognition in Group Photos. IPTA (2023)
Twelfth International Conference on Image Processing Theory, Tools and Applications, IPTA 2023, Paris, France, October 16-19, 2023 IPTA (2023)
João P. C. Bertoldo, David Arrustico
Visualization for Multivariate Gaussian Anomaly Detection in Images. IPTA (2023)
Debanka Pal, Sriparna Banerjee, S. K. Daud Hassan, Sheli Sinha Chaudhuri, Khalifa Djemal
Fuzzy Logic based adaptive weighted despeckling method designed considering inter-pixel scattering similarities. IPTA (2023)
Mahmoud Y. M. Yassin, Ali A. Nasir, Mostafa Taha, Naveed Iqbal
Enhanced DFT-Based Chaotic Image Block Cipher with Several Modes of Operation. IPTA (2023)
Jinliang Ou, Hong Lin, Zhenping Qiang, Lin Liu, Zhuqun Chen, YanZe Zou
Tobacco Leaf Disease Segmentation based on TDSSNet. IPTA (2023)
Jens Grundmark, Hanna Hamrell, Johan Berneland, David Gustafsson
Frequency Analysis on Neuromorphic Data Using Discrete Fourier Transform. IPTA (2023)
Tinhinane Mehdi, Yassine Nasser, Ahmad Almhdie, Soraya Aloui, Rachid Jennane
Effects of Region of Interest Location on Osteoarthritis Detection Using Deep Feature Learning. IPTA (2023)
Taifour Yousra, Hina Afridi, Adane Nega Tarekegn, Mohib Ullah, Azeddine Beghdadi, Faouzi Alaya Cheikh
Self-supervised Animal Detection in Indoor Environment. IPTA (2023)
Pham Minh Tuan, Mouloud Adel, Nguyen Linh Trung, Eric Guedj
Dynamic Time Warping-based distance for constructing individual brain networks from FDG-PET Images: Application to Alzheimer's Disease. IPTA (2023)
Adam El Bergui, Alice Porebski, Nicolas Vandenbroucke
An Order and Difference Local Binary Pattern for Hyperspectral Texture Classification. IPTA (2023)
Sargis A. Hovhannisyan, Hayk A. Gasparyan, Sos S. Agaian
EOD-Net: Enhancing Object Detection in Challenging Weather Conditions Using an Innovative End-to-End Dehazing Network. IPTA (2023)
Hina Afridi, Mohib Ullah, Øyvind Nordbø, Anne Guro Larsgard, Faouzi Alaya Cheikh
Leveraging Transfer Learning for Analyzing Cattle Front Teat Placement. IPTA (2023)
Rostom Kachouri, Mohamed Akil, Amed Mvoulana
Early glaucoma screening Decision Tree using in-depth clinical analysis of the optic nerve head. IPTA (2023)
Miao Chen, Yanan Chen, Minghui Guo, Jianji Wang
Pest Detection and Identification Guided by Feature Maps. IPTA (2023)
Václav Kosík, Tomás Karella, Jan Flusser
CNN Ensemble Robust to Rotation Using Radon Transform. IPTA (2023)
Zeyu Jiang, João P. C. Bertoldo, Etienne Decencière
Heuristic Hyperparameter Choice for Image Anomaly Detection. IPTA (2023)
Zeynep Yildirim, Refik Samet, Emrah Hancer, Nooshin Nemati, Mohamed Traoré Mali
Gland Segmentation in H&E Histopathological Images using U-Net with Attention Module. IPTA (2023)
Aleksandra Dzieniszewska, Piotr Garbat, Ryszard Piramidowicz
Skin Lesion Classification Based on Segmented Image. IPTA (2023)
Haroon Yousuf Mir, Omkar Singh
VMD Based Powerline Interference Cancellation in ECG Signals. IPTA (2023)
Erwan Lecesne, Antoine Simon, Mireille Garreau, Gilles Barone-Rochette, Céline Fouard
Transformers-Based Neural Network for Cardiac Infarction Segmentation in Delayed-Enhancement MRI. IPTA (2023)
Ricardo Palacios, Bryan V. Piguave, Jefferson Hernandez, Andres G. Abad
Automatic Retail Dataset Creation with Multiple Sources of Information Synchronization. IPTA (2023)
Moumita Hait, Rajani Das, Asfak Ali, Sheli Sinha Chaudhari, Khalifa Djemal
Skin Cancer Classification using Levy Stable Based Ensemble and It's Real-Time Implementation on OpenVINO Toolkit. IPTA (2023)

2022