Exposé de NGUYEN Thanh Tuan - HCMUTE, Vietnam - 3 juillet 2025 à 11h

Dr. NGUYEN Thanh Tuan, lecturer à Ho Chi Minh City University of Technology and Education, Vietnam, est en visite au pôle SIS du laboratoire i3S du 16 juin au 3 juillet 2025. 

Dans ce cadre, il donnera un séminaire le jeudi 3 Juillet à 11 heures dans la salle 007 du bâtiment Euclide aux Algorithmes.

 

Title : NetTOP : A lightweight network of TOP-based features

 

Abstract :

A lightweight model to efficiently exploit the full-side features of a tensor based on three main concepts as follows.

  1.  A grouped-convolutional operator is defined to produce complementary features in consideration of three plane-based volumes of a given tensor.
  2.  An effective perceptron block is introduced to take into account the TOP-based operator for orthogonal-plane feature extraction.
  3.  A light-weight backbone of TOP-based blocks (named NetTOP) is proposed to take advantage of the full-side informative patterns for image representation.