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

Showing 171 to 180 of 191 articles

Compositional Dictionaries for Domain Adaptive Face Recognition.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 16, 2015
We present a dictionary learning approach to compensate for the transformation of faces due to the changes in view point, illumination, resolution, and so on. The key idea of our approach is to force domain-invariant sparse coding, i.e., designing a ...
Humans Databases, Factual Image Processing, Computer-Assisted Face Machine Learning Algorithms Pattern Recognition, Automated
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Horror Image Recognition Based on Context-Aware Multi-Instance Learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Sep 16, 2015
Horror content sharing on the Web is a growing phenomenon that can interfere with our daily life and affect the mental health of those involved. As an important form of expression, horror images have their own characteristics that can evoke extreme e...
Fuzzy Logic Pattern Recognition, Automated Motion Pictures Fear Machine Learning Humans Image Processing, Computer-Assisted Support Vector Machine
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Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-Identification.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Aug 11, 2015
Extracting informative image features and learning effective approximate hashing functions are two crucial steps in image retrieval. Conventional methods often study these two steps separately, e.g., learning hash functions from a predefined hand-cra...
Animals Image Processing, Computer-Assisted Biometric Identification Neural Networks, Computer Algorithms Databases, Factual Humans
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Relevance Metric Learning for Person Re-Identification by Exploiting Listwise Similarities.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Aug 7, 2015
Person re-identification aims to match people across non-overlapping camera views, which is an important but challenging task in video surveillance. In order to obtain a robust metric for matching, metric learning has been introduced recently. Most e...
Pattern Recognition, Automated Biometric Identification Algorithms Video Recording Humans Artificial Intelligence
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Image Quality Assessment Using Human Visual DOG Model Fused With Random Forest.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jun 1, 2015
Objective image quality assessment (IQA) plays an important role in the development of multimedia applications. Prediction of IQA metric should be consistent with human perception. The release of the newest IQA database (TID2013) challenges most of t...
Normal Distribution Databases, Factual Image Processing, Computer-Assisted Models, Biological Vision, Ocular Humans Regression Analysis Machine Learning
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Online kernel slow feature analysis for temporal video segmentation and tracking.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Apr 29, 2015
Slow feature analysis (SFA) is a dimensionality reduction technique which has been linked to how visual brain cells work. In recent years, the SFA was adopted for computer vision tasks. In this paper, we propose an exact kernel SFA (KSFA) framework f...
Signal Processing, Computer-Assisted Biomimetics Subtraction Technique Algorithms Image Interpretation, Computer-Assisted Pattern Recognition, Automated Reproducibility of Results Image Enhancement Neural Networks, Computer Sensitivity and Specificity Photography Video Recording
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Robust representation and recognition of facial emotions using extreme sparse learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Mar 25, 2015
Recognition of natural emotions from human faces is an interesting topic with a wide range of potential applications, such as human-computer interaction, automated tutoring systems, image and video retrieval, smart environments, and driver warning sy...
Subtraction Technique Sensitivity and Specificity Emotions Humans Image Interpretation, Computer-Assisted Machine Learning Image Enhancement Algorithms Pattern Recognition, Automated Reproducibility of Results Photography Facial Expression Facial Recognition
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A computational model of the short-cut rule for 2D shape decomposition.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Nov 26, 2014
We propose a new 2D shape decomposition method based on the short-cut rule. The short-cut rule originates from cognition research, and states that the human visual system prefers to partition an object into parts using the shortest possible cuts. We ...
Gestures Image Processing, Computer-Assisted Hand Algorithms Humans Computer Simulation Artificial Intelligence Animals
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Contrastive Neuron Pruning for Backdoor Defense.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jan 1, 2025
Recent studies have revealed that deep neural networks (DNNs) are susceptible to backdoor attacks, in which attackers insert a pre-defined backdoor into a DNN model by poisoning a few training samples. A small subset of neurons in DNN is responsible ...
Humans Neural Networks, Computer Algorithms Deep Learning Animals Image Processing, Computer-Assisted Neurons
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CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Jan 1, 2023
Recently, deep convolution neural networks (CNNs) steered face super-resolution methods have achieved great progress in restoring degraded facial details by joint training with facial priors. However, these methods have some obvious limitations. On t...
Image Processing, Computer-Assisted Software Learning Neural Networks, Computer
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