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05/24/2023
Collaborative Auto-encoding for Blind Image Quality Assessment
Blind image quality assessment (BIQA) is a challenging problem with impo...
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11/25/2022
Aesthetically Relevant Image Captioning
Image aesthetic quality assessment (AQA) aims to assign numerical aesthe...
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10/13/2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation
Convolutional neural networks (CNNs) achieved the state-of-the-art perfo...
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09/26/2022
Improving Image Clustering through Sample Ranking and Its Application to remote–sensing images
Image clustering is a very useful technique that is widely applied to va...
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08/18/2022
Restoration of User Videos Shared on Social Media
User videos shared on social media platforms usually suffer from degrada...
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08/07/2022
Responsible Urban Intelligence: Towards a Research Agenda
Acceleration of urbanisation is posing great challenges to sustainable d...
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07/16/2021
Lightness Modulated Deep Inverse Tone Mapping
Single-image HDR reconstruction or inverse tone mapping (iTM) is a chall...
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07/13/2021
On Designing Good Representation Learning Models
The goal of representation learning is different from the ultimate objec...
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04/24/2021
Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning
Anomaly detection has wide applications in machine intelligence but is s...
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03/02/2021
Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement
In this paper, we propose a novel compressed image super resolution (CIS...
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01/20/2021
Quarter Laplacian Filter for Edge Aware Image Processing
This paper presents a quarter Laplacian filter that can preserve corners...
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01/20/2021
A Discrete Scheme for Computing Image's Weighted Gaussian Curvature
Weighted Gaussian Curvature is an important measurement for images. Howe...
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01/07/2021
VHS to HDTV Video Translation using Multi-task Adversarial Learning
There are large amount of valuable video archives in Video Home System (...
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11/09/2020
Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications
Estimating depth from RGB images can facilitate many computer vision tas...
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11/05/2020
Disentangling Latent Space for Unsupervised Semantic Face Editing
Editing facial images created by StyleGAN is a popular research topic wi...
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06/27/2020
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation
Predicting depth from a single image is an attractive research topic sin...
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06/23/2020
PoseGAN: A Pose-to-Image Translation Framework for Camera Localization
Camera localization is a fundamental requirement in robotics and compute...
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05/10/2020
Class-Aware Domain Adaptation for Improving Adversarial Robustness
Recent works have demonstrated convolutional neural networks are vulnera...
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03/20/2020
Gaussian Curvature Filter on 3D Mesh
Minimizing Gaussian curvature of meshes is fundamentally important for o...
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12/11/2019
Discriminative Dimension Reduction based on Mutual Information
The "curse of dimensionality" is a well-known problem in pattern recogni...
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12/11/2019
Object Recognition with Human in the Loop Intelligent Frameworks
Classifiers embedded within human in the loop visual object recognition ...
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09/25/2019
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation
Supervised semantic segmentation normally assumes the test data being in...
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08/29/2019
Spectral Regularization for Combating Mode Collapse in GANs
Despite excellent progress in recent years, mode collapse remains a majo...
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06/04/2019
Learning Deep Image Priors for Blind Image Denoising
Image denoising is the process of removing noise from noisy images, whic...
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06/04/2019
Improving Variational Autoencoder with Deep Feature Consistent and Generative Adversarial Training
We present a new method for improving the performances of variational au...
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05/17/2019
Side Window Filtering
Local windows are routinely used in computer vision and almost without e...
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05/12/2019
HLO: Half-kernel Laplacian Operator for Surface Smoothing
This paper presents a simple yet effective method for feature-preserving...
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04/11/2019
FrameRank: A Text Processing Approach to Video Summarization
Video summarization has been extensively studied in the past decades. Ho...
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02/28/2019
Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification
One issue with computer based histopathology image analysis is that the ...
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02/15/2019
Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Network
With the rapid growing of remotely sensed imagery data, there is a high ...
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02/04/2019
End-to-End Single Image Fog Removal using Enhanced Cycle Consistent Adversarial Networks
Single image defogging is a classical and challenging problem in compute...
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01/04/2019
Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization
6DOF camera relocalization is an important component of autonomous drivi...
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11/06/2018
In-the-wild Facial Expression Recognition in Extreme Poses
In the computer research area, facial expression recognition is a hot re...
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01/19/2018
Quality Classified Image Analysis with Application to Face Detection and Recognition
Motion blur, out of focus, insufficient spatial resolution, lossy compre...
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01/19/2018
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer Tissue Microarray
One of the methods for stratifying different molecular classes of breast...
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07/29/2017
Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping
Building on crucial insights into the determining factors of the visual ...
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07/01/2017
Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks
In this paper, we introduce deep learning technology to tackle two tradi...
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10/02/2016
Deep Feature Consistent Variational Autoencoder
We present a novel method for constructing Variational Autoencoder (VAE)...
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09/07/2016
Automatic Visual Theme Discovery from Joint Image and Text Corpora
A popular approach to semantic image understanding is to manually tag im...
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09/06/2016
Object Specific Deep Learning Feature and Its Application to Face Detection
We present a method for discovering and exploiting object specific deep ...
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08/27/2016
Random Forest for Label Ranking
Label ranking aims to learn a mapping from instances to rankings over a ...
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07/05/2013
Supervised Learning and Anti-learning of Colorectal Cancer Classes and Survival Rates from Cellular Biology Parameters
In this paper, we describe a dataset relating to cellular and physical c...
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01/31/2013
Fast non parametric entropy estimation for spatial-temporal saliency method
This paper formulates bottom-up visual saliency as center surround condi...
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01/31/2013
Multi-scale Discriminant Saliency with Wavelet-based Hidden Markov Tree Modelling
The bottom-up saliency, an early stage of humans' visual attention, can ...
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01/17/2013
Multiscale Discriminant Saliency for Visual Attention
The bottom-up saliency, an early stage of humans' visual attention, can ...
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01/14/2013