Heterogeneous quantization regularizes spiking neural network activity. [PDF]
Moyal R+4 more
europepmc +1 more source
Vision Transformer‐Enhanced Multi‐Descriptor Approach for Robust Age‐Invariant Face Recognition
ABSTRACT This study presents a robust age‐invariant face recognition framework, addressing challenges posed by age‐related facial variations. Evaluated on the FGNet and Morph II datasets, the system integrates Viola‐Jones for face detection, SIFT and LBP for feature extraction, and Vision Transformers (ViTs) for global feature representation.
Justice Kwame Appati+3 more
wiley +1 more source
Non-Fragile Estimation for Nonlinear Delayed Complex Networks with Random Couplings Using Binary Encoding Schemes. [PDF]
Hou N, Li W, Song Y, Chang M, Bu X.
europepmc +1 more source
ABSTRACT Autonomous vehicles (AVs) are one of the building blocks of modern intelligent transportation systems and have the potential to change some aspects related to mobility, safety, and operational efficiency. In this paper, we analyze recent progress in AV algorithms and simulation frameworks, emphasizing their roles in decision‐making processes ...
Majd Alkorabi+2 more
wiley +1 more source
A privacy preserving machine learning framework for medical image analysis using quantized fully connected neural networks with TFHE based inference. [PDF]
Selvakumar S, Senthilkumar B.
europepmc +1 more source
Scaling laws for Haralick texture features of linear gradients. [PDF]
Oprisan SA, Oprisan A.
europepmc +1 more source
Resource-Efficient Cotton Network: A Lightweight Deep Learning Framework for Cotton Disease and Pest Classification. [PDF]
Wang Z+6 more
europepmc +1 more source
Quantization-based chained privacy-preserving federated learning. [PDF]
Liu Y, Wu S, Li Y, Zhao F, Ren Y.
europepmc +1 more source
Lightweight faster R-CNN for object detection in optical remote sensing images. [PDF]
Magdy A+3 more
europepmc +1 more source