146 citations · 254 across the 9 of their papers we have counts for
9 papers
FU-Mamba: A Frequency-Enhanced Dynamic Scanning Framework for Oralscan Image Segmentation
Xinxin Zhao, Jinpeng Ye, Bo Wei +8
Oralscan image segmentation is essential for computer-aided diagnosis and treatment planning in digital dentistry. However, existing visual state space models (SSMs) often rely on…
Global Nash Equilibrium in Non-convex Multi-player Game: Theory and Algorithms
Guanpu Chen, Gehui Xu, Fengxiang He +3
Wide machine learning tasks can be formulated as non-convex multi-player games, where Nash equilibrium (NE) is an acceptable solution to all players, since no one can benefit from…
Applying Autonomous Hybrid Agent-based Computing to Difficult Optimization Problems
Mateusz Godzik, Jacek Dajda, Marek Kisiel-Dorohinicki +5
Evolutionary multi-agent systems (EMASs) are very good at dealing with difficult, multi-dimensional problems, their efficacy was proven theoretically based on analysis of the relev…
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer
Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski +4
Bayesian neural networks (BNNs) have become a principal approach to alleviate overconfident predictions in deep learning, but they often suffer from scaling issues due to a large n…
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers
Paweł Staszewski, Maciej Jaworski, Jinde Cao +1
In this paper, we consider the problem of descriptors construction for the task of content-based image retrieval using deep neural networks. The idea of neural codes, based on full…
Fully Convolutional Network for Removing DCT Artefacts From Images
Patryk Najgebauer, Rafal Scherer, Leszek Rutkowski
Image compression is one of the essential methods of image processing. Its most prominent advantage is the significant reduction of image size allowing for more efficient storage a…
A new algorithm for identity verification based on the analysis of a handwritten dynamic signature
Krzysztof Cpalka, Marcin Zalasinski, Leszek Rutkowski
Identity verification based on authenticity assessment of a handwritten signature is an important issue in biometrics. There are many effective methods for signature verification t…
Fast Image Classification by Boosting Fuzzy Classifiers
Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer
This paper presents a novel approach to visual objects classification based on generating simple fuzzy classifiers using local image features to distinguish between one known class…
Fast Dictionary Matching for Content-based Image Retrieval
Patryk Najgebauer, Janusz Rygal, Tomasz Nowak +4
This paper describes a method for searching for common sets of descriptors between collections of images. The presented method operates on local interest keypoints, which are gener…