Journals (6):
Nhu-Van Nguyen, Christophe Rigaud, Arnaud Revel, Jean-Christophe Burie. A learning approach with incomplete pixel-level labels for deep neural networks. (2020) Neural Networks (130), 111--125. (SRJ ranking : Q1)
Nhu-Van Nguyen, Mickael Coustaty, Jean-Marc Ogier. An adaptive document recognition system for lettrines. (2019) International Journal on Document Analysis and Recognition, 1-14. (IJDAR, SRJ ranking : Q2)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Comic MTL: optimized multi-task learning for comic book image analysis. (2019) International Journal on Document Analysis and Recognition, 265-284. (IJDAR, SRJ ranking : Q2)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Digital Comics Image Indexing Based on Deep Learning. Journal Imaging, MDPI, 4(7) : 89 (2018). (SRJ ranking : Q2)
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier. Keyword visual representation for image retrieval and image annotation. (2015) International Journal of Pattern Recognition and Artificial Intelligence, 29(6), 1555010 (2015). (IJPRAI, SRJ ranking : Q2, Computer Vision)
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Cluster-based relevance feedback for CBIR: a combination of query point movement and query expansion. (2012) Journal of ambient intelligence and humanized computing, 3 (4), 281-292. (AIHC, SRJ ranking : Q2)
Conferences (20):
Nhu-Van Nguyen, Christophe Rigaud, Arnaud Revel, Jean-Christophe Burie. Manga-MTL: multimodal multitask transfer learning for mangas. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)
Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Duménieu, Clément Mallet, Thierry Géraud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Král. ICDAR 2021 Competition on Historical Map Segmentation. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)
Nhu-Van Nguyen, Xuan-Son Vu, Christophe Rigaud, Lili Jiang, Jean-Christophe Burie. Competition: Multimodal Emotion Recognition on Comics scenes. (2021) IAPR International conference on document analysis and recognition. (CORE : rank A)
Christophe Rigaud, Nguyen Nhu Van, and Jean-Christophe Burie. Text block segmentation in comic speech bubbles. (2020) MANPU@ICPR2020.
Thi-Tuyet-Hai Nguyen, Adam Jatowt, Nhu-Van Nguyen, Mickael Coustaty, Antoine Doucet. Neural Machine Translation with BERT for Post-OCR Error Detection and Correction. (2020) Joint Conference on Digital Libraries, 29-38. (JCDL, CORE : rank A*)
Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickael Coustaty,Nhu-Van Nguyen, Antoine Doucet.Post-OCR Error Detection by Generating Plausible Candidates. (2019) IAPR International conference on document analysis and recognition, 265-284. (ICDAR, CORE : rank A)
Christophe Rigaud,Nhu-Van Nguyen, Jean-Christophe Burie. Confidence crite-rion for speech balloon segmentation. (2019) International Workshop on Graphics Recognition(GREC@ICDAR), 265-284.
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. What do we expect from panel extraction ? (2019) International Workshop on Graphics Recognition(GREC@ICDAR), 265-284.
Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickael Coustaty,Nhu-Van Nguyen, Antoine Doucet. Deep Statistical Analysis of OCR Errors for Effective Post-OCR Processing. (2019) ACM/IEEE Joint Conference on Digital Libraries , 29-38. (JCDL, CORE : rank A*)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Multi-task model for comic book image analysis. (2019) International Conference on Multimedia Modeling (MANPU@MMM), 637-649.
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie . Semi-supervised Object Detection via Expectation Maximization. (2019) 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications , 289-296. (VISSAP/VISIGRAPP, CORE : rank B)
Thi-Tuyet-Hai Nguyen, Mickael Coustaty, Antoine Doucet, Adam Jatowt, Nhu-Van Nguyen. Adaptive Edit-Distance and Regression Approach for Post-OCR Text Correction. (2018) International Conference on Asian Digital Libraries, 278-289. (ICADL, CORE : rank A)
Nhu-Van Nguyen, Christophe Rigaud, Jean-Christophe Burie. Comic characters detection using deep learning. (2015) IAPR International conference on document analysis and recognition (MANPU-ICDAR), 41-46.
Nhu-Van Nguyen, Mickael Coustaty, Jean-Marc Ogier. Multi-modal and cross-modal for lecture videos retrieval. (2014) International Conference on Pattern Recognition, 2667-2672. (ICPR, CORE : rank B)
Nhu-Van Nguyen, Jean-Marc Ogier, Franck Charneau. Bag of subjects: Lecture videos multimodal indexing. (2013) ACM symposium on Document engineering, 225-226. (DocENG, CORE : rank B)
Nhu-Van Nguyen, Mickael Coustaty, Alain Boucher, Jean-Marc Ogier. Interactive knowledge learning for ancient images. (2013) 12th International Conference on Document Analysis and Recognition, 300-304. (ICDAR, CORE : rank A)
Nhu-Van Nguyen, Jean-Marc Ogier, Franck Charneau. PEDIVHANDI: multimodal indexation and retrieval system for lecture videos. (2012) Asian Conference on Computer Vision, 382-393. (ACCV, CORE : rank B)
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Clusters-based relevance feedback for CBIR: a combination of query movement and query expansion. (2010) 2010 IEEE International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF).
Hien Phuong Lai,Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier. Using SR-tree in a Content-based and Location-based Image Retrieval System. (2010) VISAPP, 491-494. (CORE : rank B)
Alain Boucher, Richard Canal, Thanh-Quang Chu, Alexis Drogoul, Benoit Gaudou, Victor Moraru, Nhu Van Nguyen, Quang Anh Nguyen Vu, Patrick Taillandier, François Sempé, Serge Stinckwich. The AROUND project: Adapting robotic disaster response to developing countries. (2009) IEEE International Workshop on Safety, Security & Rescue Robotics, 1-6.
Nhu-Van Nguyen, Alain Boucher, Jean-Marc Ogier, Salvatore Tabbone. Region-based semi-automatic annotation using the Bag of Words representation of the keywords. (2009) Fifth International Conference on Image and Graphics, 422-427. (ICIG, CORE : rank C)
N Van Nguyen, A Boucher, JM Ogier, S Tabbone. Text retrieval relevance feedback techniques for bag-of-words model in CBIR. (2009) International conference on Machine Learning and Pattern Recognition, 24.
Nhu-Van Nguyen, David Massart. Binding the Simple Query Interface. (2007) International Workshop on Learning Object Discovery & Exchange.