Omar Seddati

According to our database, Omar Seddati authored at least 20 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation.

Omar Seddati, Nathan Hubens, Stéphane Dupont, Thierry Dutoit

CoRR, 2023

Developing an Interactive Agent for Blind and Visually Impaired People.

Vincent Stragier, Omar Seddati, Thierry Dutoit

Proceedings of the 2023 ACM International Conference on Interactive Media Experiences, 2023

2022

Transformers and CNNs both Beat Humans on SBIR.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi, Thierry Dutoit

CoRR, 2022

Towards Human Performance on Sketch-Based Image Retrieval.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi, Thierry Dutoit

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2017

DeepSketch 3 - Analyzing deep neural networks features for better sketch recognition and sketch-based image retrieval.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi

Multim. Tools Appl., 2017

Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation.

Jean-Benoit Delbrouck, Stéphane Dupont, Omar Seddati

CoRR, 2017

Enhanced Retrieval and Browsing in the IMOTION System.

Luca Rossetto, Ivan Giangreco, Claudiu Tanase, Heiko Schuldt, Stéphane Dupont, Omar Seddati

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Quadruplet Networks for Sketch-Based Image Retrieval.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

UMONS @ MediaEval 2017: Diverse Social Images Retrieval.

Omar Seddati, Nada Ben-Lhachemi, Stéphane Dupont, Saïd Mahmoudi

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Triplet Networks Feature Masking for Sketch-Based Image Retrieval.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Towards Good Practices for Image Retrieval Based on CNN Features.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi, Mahnaz Parian

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

The IMOTION System at TRECVID 2016: The Ad-Hoc Video Search Task.

Claudiu Tanase, Luca Rossetto, Ivan Giangreco, Heiko Schuldt, Stéphane Dupont, Omar Seddati

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

iAutoMotion - an Autonomous Content-Based Video Retrieval Engine.

Luca Rossetto, Ivan Giangreco, Claudiu Tanase, Heiko Schuldt, Stéphane Dupont, Omar Seddati, T. Metin Sezgin, Yusuf Sahillioglu

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

IMOTION - Searching for Video Sequences Using Multi-Shot Sketch Queries.

Luca Rossetto, Ivan Giangreco, Silvan Heller, Claudiu Tanase, Heiko Schuldt, Stéphane Dupont, Omar Seddati, T. Metin Sezgin, Ozan Can Altiok, Yusuf Sahillioglu

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

DeepSketch2Image: Deep Convolutional Neural Networks for Partial Sketch Recognition and Image Retrieval.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Semantic Sketch-Based Video Retrieval with Autocompletion.

Claudiu Tanase, Ivan Giangreco, Luca Rossetto, Heiko Schuldt, Omar Seddati, Stéphane Dupont, Ozan Can Altiok, T. Metin Sezgin

Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

DeepSketch 2: Deep convolutional neural networks for partial sketch recognition.

Stéphane Dupont, Omar Seddati, Saïd Mahmoudi

Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015

IMOTION - A Content-Based Video Retrieval Engine.

Luca Rossetto, Ivan Giangreco, Heiko Schuldt, Stéphane Dupont, Omar Seddati, T. Metin Sezgin, Yusuf Sahillioglu

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection.

Omar Seddati, Emre Külah, Gueorgui Pironkov, Stéphane Dupont, Saïd Mahmoudi, Thierry Dutoit

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

DeepSketch: Deep convolutional neural networks for sketch recognition and similarity search.

Omar Seddati, Stéphane Dupont, Saïd Mahmoudi

Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015