AIMC Journal:
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Showing 181 to 190 of 191 articles

Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jan 1, 2022
Advanced shape analysis studies such as regression and classification need to be performed on curved manifolds, where often, there is a lack of standard statistical formulations. To overcome these limitations, we introduce a novel machine-learning me...
Child Bayes Theorem Humans Machine Learning Normal Distribution
View on PubMed DOI

Multi-Organ Plant Classification Based on Convolutional and Recurrent Neural Networks.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 1, 2018
Classification of plants based on a multi-organ approach is very challenging. Although additional data provide more information that might help to disambiguate between species, the variability in shape and appearance in plant organs also raises the d...
Image Processing, Computer-Assisted Plants Databases, Factual Deep Learning Algorithms
View on PubMed DOI

Hookworm Detection in Wireless Capsule Endoscopy Images With Deep Learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society May 1, 2018
As one of the most common human helminths, hookworm is a leading cause of maternal and child morbidity, which seriously threatens human health. Recently, wireless capsule endoscopy (WCE) has been applied to automatic hookworm detection. Unfortunately...
Humans Aged Young Adult Support Vector Machine Deep Learning Hookworm Infections Adult Image Interpretation, Computer-Assisted Adolescent Capsule Endoscopy Middle Aged
View on PubMed DOI

Skeleton-Based Human Action Recognition With Global Context-Aware Attention LSTM Networks.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Apr 1, 2018
Human action recognition in 3D skeleton sequences has attracted a lot of research attention. Recently, long short-term memory (LSTM) networks have shown promising performance in this task due to their strengths in modeling the dependencies and dynami...
Databases, Factual Models, Neurological Machine Learning Algorithms Pattern Recognition, Automated Human Activities Humans Neural Networks, Computer
View on PubMed DOI

Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Feb 1, 2018
This paper explores multi-task learning (MTL) for face recognition. First, we propose a multi-task convolutional neural network (CNN) for face recognition, where identity classification is the main task and pose, illumination, and expression (PIE) es...
Pattern Recognition, Automated Biometric Identification Image Processing, Computer-Assisted Face Algorithms Databases, Factual Humans Neural Networks, Computer
View on PubMed DOI

DeepFix: A Fully Convolutional Neural Network for Predicting Human Eye Fixations.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 1, 2017
Understanding and predicting the human visual attention mechanism is an active area of research in the fields of neuroscience and computer vision. In this paper, we propose DeepFix, a fully convolutional neural network, which models the bottom-up mec...
Attention Fixation, Ocular Image Processing, Computer-Assisted Models, Statistical Machine Learning Humans Algorithms Neural Networks, Computer
View on PubMed DOI

Learning the Personalized Intransitive Preferences of Images.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 1, 2017
Most of the previous studies on the user preferences assume that there is a personal transitive preference ranking of the consumable media like images. For example, the transitivity of preferences is one of the most important assumptions in the recom...
Machine Learning Algorithms Humans Models, Statistical Video Recording ROC Curve Female Consumer Behavior Image Processing, Computer-Assisted Male
View on PubMed DOI

Text-Attentional Convolutional Neural Network for Scene Text Detection.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jun 1, 2016
Recent deep learning models have demonstrated strong capabilities for classifying text and non-text components in natural images. They extract a high-level feature globally computed from a whole image component (patch), where the cluttered background...
Humans Natural Language Processing Neural Networks, Computer Algorithms
View on PubMed DOI

Cross-View Action Recognition via Transferable Dictionary Learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society May 1, 2016
Discriminative appearance features are effective for recognizing actions in a fixed view, but may not generalize well to a new view. In this paper, we present two effective approaches to learn dictionaries for robust action recognition across views. ...
Terminology as Topic Machine Learning Algorithms
View on PubMed DOI

BIT: Biologically Inspired Tracker.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Mar 1, 2016
Visual tracking is challenging due to image variations caused by various factors, such as object deformation, scale change, illumination change, and occlusion. Given the superior tracking performance of human visual system (HVS), an ideal design of b...
Image Processing, Computer-Assisted Video Recording Visual Perception Models, Neurological Fourier Analysis Pattern Recognition, Automated Humans Machine Learning
View on PubMed DOI
Popular Topics
Popular Journals