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20th CBMI 2023: Orleans, France
- Aladine Chetouani, Werner Bailer, Cathal Gurrin, Alexandre Benoît:
20th International Conference on Content-based Multimedia Indexing, CBMI 2023, Orleans, France, September 20-22, 2023. ACM 2023
Visual Processing
- Sami Barchid
, Benjamin Allaert
, Amel Aissaoui
, José Mennesson
, Chaabane Djeraba
:
Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras. 1-7 - Alexandre Heuillet
, Hedi Tabia
, Hichem Arioui
:
Automated Siamese Network Design for Image Similarity Computation. 8-13 - Nathalie Neptune
, Josiane Mothe
:
Annotating Satellite Images of Forests with Keywords from a Specialized Corpus in the Context of Change Detection. 14-20 - Meghna P. Ayyar
, Jenny Benois-Pineau
, Akka Zemmari
, Hélène Amieva, Laura Middleton
:
Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. 21-27
Applications
- Julie Fournier
, Elise Etchamendy
, Myriam Chérel
, Meriem Outtas
, Lu Zhang
:
The impact of the affinity on ASD people visual engagement. 28-33 - Qiong Wang
, Meriem Outtas
, Julie Fournier
, Elise Etchamendy
, Myriam Chérel
, Lu Zhang
:
Predicting personalized saliency map for people with autism spectrum disorder. 34-40 - Aymen Sekhri
, Mohamed Amine Kerkouri
, Aladine Chetouani
, Marouane Tliba
, Yassine Nasser
, Rachid Jennane
, Alessandro Bruno
:
Automatic diagnosis of knee osteoarthritis severity using Swin transformer. 41-47 - Djamila Romaissa Beddiar
, Mourad Oussalah
, Tapio Seppänen
:
Retrieved Generative Captioning for Medical Images. 48-54
Multimodal Analysis
- Perla Doubinsky
, Nicolas Audebert
, Michel Crucianu
, Hervé Le Borgne
:
Wasserstein loss for Semantic Editing in the Latent Space of GANs. 55-60 - Théo Gigant
, Frédéric Dufaux
, Camille Guinaudeau
, Marc Décombas
:
TIB: A Dataset for Abstractive Summarization of Long Multimodal Videoconference Records. 61-70 - Élise Lincker
, Camille Guinaudeau
, Olivier Pons
, Jérôme Dupire
, Céline Hudelot
, Vincent Mousseau
, Isabelle Barbet
, Caroline Huron
:
Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case. 71-78 - Danfeng Zhuang
, Min Jiang
, Hichem Arioui
, Hedi Tabia
:
Action Text Diffusion Prior Network for Action Segmentation. 79-85
Special Session: Cultural Heritage and Multimedia Content
- Liliana Cecere
, Francesco Colace
, Marco Lombardi
, Angelo Lorusso
, Domenico Santaniello
, Carmine Valentino
:
Cultural Heritage Enhancement through Digital Storytelling and Context-Aware Recommender System. 86-91 - Helmut Neuschmied
, Georg Thallinger
, Werner Bailer
, Gabriele Fröschl
:
ÖWF-OD: A Dataset for Object Detection in Archival Film Content. 92-96 - Emile Blettery
, Valérie Gouet-Brunet
:
Re-ranking Image Retrieval in Challenging Geographical Iconographic Heritage Collections. 97-103
Special Session Explainability in Multimedia Analysis
- Helmut Neuschmied
, Martin Winter
:
Explainable face verification for video archive documentation. 104-110 - Luc-Etienne Pommé
, Romain Bourqui
, Romain Giot
:
H²O: Heatmap by Hierarchical Occlusion. 111-118 - Romain Xu-Darme
, Jenny Benois-Pineau
, Romain Giot
, Georges Quénot
, Zakaria Chihani
, Marie-Christine Rousset
, Alexey Zhukov
:
On the stability, correctness and plausibility of visual explanation methods based on feature importance. 119-125 - Annika Frommholz
, Fabian Seipel
, Sebastian Lapuschkin
, Wojciech Samek
, Johanna Vielhaben
:
XAI-based Comparison of Audio Event Classifiers with different Input Representations. 126-132
Special Session: Physical Models and AI in Image and in Multi-modality
- Michaël Dell'aiera
, Thomas Vuillaume
, Mikaël Jacquemont
, Alexandre Benoît
:
Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope. 133-139 - Lorenzo Lopez Uroz
, Alexandre Benoît
, Yajing Yan
, Christophe Lin-Kwong-Chon
, Sophie Giffard-Roisin
, Antoine Rabatel
:
Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation. 140-145 - Muhammad Amjad Iqbal
, Reza Mohammadi Asiyabi
, Omid Ghozatlou
, Andrei Anghel
, Mihai Datcu
:
Towards Complex-Valued Deep Architectures with Data Model Preservation for Sea Surface Current Estimation from SAR Data. 146-152
Special Session: Interactive Video Retrieval for Beginners
- Klaus Schoeffmann
:
diveXB: An Interactive Video Retrieval System for Beginners. 153-157 - Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE for newbies: an easier-to-use video retrieval system. 158-162 - Loris Sauter
, Heiko Schuldt
, Raphael Waltenspül
, Luca Rossetto
:
Novice-Friendly Text-based Video Search with vitrivr. 163-167 - Thao-Nhu Nguyen
, Bunyarit Puangthamawathanakun
, Chonlameth Arpnikanondt
, Cathal Gurrin
, Annalina Caputo
, Graham Healy
:
Efficient Search with an Interactive Video Retrieval System for Novice Users in IVR4B. 168-172 - Omar Shahbaz Khan
, Björn Þór Jónsson
:
User Relevance Feedback and Novices: Anecdotes from Exquisitor's Participation in Interactive Retrieval Competitions. 173-177
Special Session: Computational Memorability of Imagery
- Iván Martín-Fernández
, Ricardo Kleinlein
, Cristina Luna Jiménez
, Manuel Gil-Martín
, Fernando Fernández Martínez
:
Video Memorability Prediction From Jointly-learnt Semantic and Visual Features. 178-182 - Lorin Sweeney
, Alan F. Smeaton
, Graham Healy
:
Memories in the Making: Predicting Video Memorability with Encoding Phase EEG. 183-187 - Mihai Gabriel Constantin
, Mihai Dogariu
, Andrei Cosmin Jitaru
, Bogdan Ionescu
:
Assessing the difficulty of predicting media memorability. 188-192
Special Session: Cross-modal Multimedia Analysis and Retrieval for Well-being Insights
- Georgia Pantalona
, Anna Barachanou
, Nikolaos Loukas
, Lazaros Apostolidis
, Filareti Tsalakanidou
, Symeon Papadopoulos
:
Online Behaviour Indicator Extraction for Enhanced Cancer Patient Management using Real-World Data. 193-198 - Chi Cuong Nguyen
, Giang Son Tran
, Vincent Nguyen
:
False Positive Reduction of Pulmonary Nodule on CT image using Attention-based Multiple Instance Learning. 199-202 - Eivind Moholdt
, Sohail Ahmed Khan
, Duc-Tien Dang-Nguyen
:
Detecting Out-of-Context Image-Caption Pair in News: A Counter-Intuitive Method. 203-209 - Bunyarit Puangthamawathanakun
, Chonlameth Arpnikanondt
, Worarat Krathu
, Graham Healy
, Cathal Gurrin
:
Towards Face De-identification for Wearable Cameras. 210-216
Posters
- Sharmistha S. Sawant
, Saloni D. Thakare
, Derek Greene
, Gerardine Meaney
, Alan F. Smeaton
:
Handwriting Analysis on the Diaries of Rosamond Jacob. 217-223 - Salima Bourbia
, Ayoub Karine
, Aladine Chetouani
, Mohammed El Hassouni
, Maher Jridi
:
Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment. 224-228 - Josiane Mothe
, Oshri Even-Zohar
:
Trad'Europe - From Aquisition to Transmission of Traditional Dances. 229-232 - Matthieu François
, Paul Gay
:
Active Learning with few shot learning for crisis management. 233-237 - Lam Pham
, Trang Le
, Cam Le
, Dat Ngo
, Axel Weissenfeld
, Alexander Schindler
:
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification. 238-242 - Sylvain Marchand
, Petra Gomez-Krämer
, Florian Lardeux
:
Energy and Orientation Maps for Interactive Visualization and Retrieval of Ancient Coins. 243-248 - Varsha Devi
, Philippe Mulhem
, Georges Quénot
:
Improving Causality in Interpretable Video Retrieval. 249-255 - An Thi Nguyen
:
Adapting Video Instance Segmentation for Instance Search. 256-260 - Zhe Wang
, Aladine Chetouani
, Rachid Jennane
:
Transformer with Selective Shuffled Position Embedding for Early Detection of Knee Osteoarthritis. 261-264
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