54 citations · 111 across the 6 of their papers we have counts for
7 papers
Building Flyweight FLIM-based CNNs with Adaptive Decoding for Object Detection
Leonardo de Melo Joao, Azael de Melo e Sousa, Bianca Martins dos Santos +4
State-of-the-art (SOTA) object detection methods have succeeded in several applications at the price of relying on heavyweight neural networks, which makes them inefficient and inv…
Efficient Multiscale Object-based Superpixel Framework
Felipe Belém, Benjamin Perret, Jean Cousty +2
Superpixel segmentation can be used as an intermediary step in many applications, often to improve object delineation and reduce computer workload. However, classical methods do no…
A Comprehensive Review of the Video-to-Text Problem
Jesus Perez-Martin, Benjamin Bustos, Silvio Jamil F. Guimarães +3
Research in the Vision and Language area encompasses challenging topics that seek to connect visual and textual information. When the visual information is related to videos, this…
Superpixel Segmentation using Dynamic and Iterative Spanning Forest
F. C. Belem, S. J. F. Guimaraes, A. X. Falcao
As constituent parts of image objects, superpixels can improve several higher-level operations. However, image segmentation methods might have their accuracy seriously compromised…
A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection
Carlos Caetano, Sandra Avila, William Robson Schwartz +2
With the growing amount of inappropriate content on the Internet, such as pornography, arises the need to detect and filter such material. The reason for this is given by the fact…
New characterizations of minimum spanning trees and of saliency maps based on quasi-flat zones
Jean Cousty, Laurent Najman, Yukiko Kenmochi +1
We study three representations of hierarchies of partitions: dendrograms (direct representations), saliency maps, and minimum spanning trees. We provide a new bijection between sal…
An efficient hierarchical graph based image segmentation
Silvio Jamil F. Guimarães, Jean Cousty, Yukiko Kenmochi +1
Hierarchical image segmentation provides region-oriented scalespace, i.e., a set of image segmentations at different detail levels in which the segmentations at finer levels are ne…