Search Results for author:
Found 12 papers, 1 papers with code
A Robust Policy Bootstrapping Algorithm for Multi-objective Reinforcement Learning in Non-stationary Environments
We propose a novel multi-objective reinforcement learning algorithm that can robustly evolve a convex coverage set of policies in an online manner in non-stationary environments.
Intrinsically Motivated Hierarchical Policy Learning in Multi-objective Markov Decision Processes
In this work, intrinsically motivated reinforcement learning has been successfully deployed to evolve generic skill sets for learning hierarchical policies to solve multi-objective Markov decision processes.
PowerFDNet: Deep Learning-Based Stealthy False Data Injection Attack Detection for AC-model Transmission Systems
Case studies on the detection of SFDIAs on the benchmark smart grids show that the PowerFDNet achieved significant improvement compared with the state-of-the-art SFDIA detection methods.
Pair-Relationship Modeling for Latent Fingerprint Recognition
Latent fingerprints are important for identifying criminal suspects.
FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement
In this paper, we propose a new method that formulates the latent fingerprint enhancement as a constrained fingerprint generation problem within a generative adversarial network (GAN) framework.
Pseudo Supervised Solar Panel Mapping based on Deep Convolutional Networks with Label Correction Strategy in Aerial Images
First, a convolutional neural network is trained with positive and negative samples with image-level labels.
Online Structured Sparsity-based Moving Object Detection from Satellite Videos
O-LSD reformulates the batch-based low-rank matrix decomposition with the structured sparse penalty to its equivalent frame-wise separable counterpart, which then defines a stochastic optimization problem for online subspace basis estimation.
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos
It is integrated with structured sparsity regularization to achieve background subtraction in the developed method of Low-rank and Structured Sparse Decomposition (LSD).
IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks
Face liveness detection has become a widely used technique with a growing importance in various authentication scenarios to withstand spoofing attacks.
Cryptography and Security
From Deep to Shallow: Transformations of Deep Rectifier Networks
Similarly, for a residual net and a conventional rectifier net with the same structure except for the skip connections in the residual net, the corresponding single hidden layer representation of the residual net is much more complex than the corresponding single hidden layer representation of the conventional net.
A New Path to Construct Parametric Orientation Field: Sparse FOMFE Model and Compressed Sparse FOMFE Model
Orientation field, representing the fingerprint ridge structure direction, plays a crucial role in fingerprint-related image processing tasks.
A Fully Automated Latent Fingerprint Matcher with Embedded Self-learning Segmentation Module
Latent fingerprint has the practical value to identify the suspects who have unintentionally left a trace of fingerprint in the crime scenes.
