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Multi-Domain Multi-Task Rehearsal for Lifelong Learning
Rehearsal, seeking to remind the model by storing old knowledge in lifel...
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Contour Transformer Network for One-shot Segmentation of Anatomical Structures
Accurate segmentation of anatomical structures is vital for medical imag...
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TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines
Accurate detection and segmentation of transmission towers (TTs) and pow...
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Making Images Undiscoverable from Co-Saliency Detection
In recent years, co-saliency object detection (CoSOD) has achieved signi...
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Learning to Segment Anatomical Structures Accurately from One Exemplar
Accurate segmentation of critical anatomical structures is at the core o...
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Shadow Removal by a Lightness-Guided Network with Training on Unpaired Data
Shadow removal can significantly improve the image visual quality and ha...
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Modeling Cross-view Interaction Consistency for Paired Egocentric Interaction Recognition
With the development of Augmented Reality (AR), egocentric action recogn...
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MUTATT: Visual-Textual Mutual Guidance for Referring Expression Comprehension
Referring expression comprehension (REC) aims to localize a text-related...
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Label-guided Learning for Text Classification
Text classification is one of the most important and fundamental tasks i...
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Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing
As deep networks are applied to an ever-expanding set of computer vision...
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Transductive Zero-Shot Hashing for Multi-Label Image Retrieval
Hash coding has been widely used in approximate nearest neighbor search ...
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An End-to-End Network for Co-Saliency Detection in One Single Image
As a common visual problem, co-saliency detection within a single image ...
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Effects of Blur and Deblurring to Visual Object Tracking
Intuitively, motion blur may hurt the performance of visual object track...
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Characterizing and Understanding Software Developer Networks in Security Development
To build secure software, developers often work together during software...
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Multiple Human Association between Top and Horizontal Views by Matching Subjects' Spatial Distributions
Video surveillance can be significantly enhanced by using both top-view ...
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Which One to Go: Security and Usability Evaluation of Mid-Air Gestures
With the emerging of touch-less human-computer interaction techniques an...
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Validating the Contextual Information of Outdoor Images for Photo Misuse Detection
The contextual information (i.e., the time and location) in which a phot...
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Global and Local Sensitivity Guided Key Salient Object Re-augmentation for Video Saliency Detection
The existing still-static deep learning based saliency researches do not...
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Dating Ancient Paintings of Mogao Grottoes Using Deeply Learnt Visual Codes
Cultural heritage is the asset of all the peoples of the world. The pres...
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Does Haze Removal Help CNN-based Image Classification?
Hazy images are common in real scenarios and many dehazing methods have ...
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Effects of Image Degradations to CNN-based Image Classification
Just like many other topics in computer vision, image classification has...
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Interactive Binary Image Segmentation with Edge Preservation
Binary image segmentation plays an important role in computer vision and...
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Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images
Constructing 3D structures from serial section data is a long standing p...
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Design Identification of Curve Patterns on Cultural Heritage Objects: Combining Template Matching and CNN-based Re-Ranking
The surfaces of many cultural heritage objects were embellished with var...
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Cutting Away the Confusion From Crowdtesting
Crowdtesting is effective especially when it comes to the feedback on GU...
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Object Detection with Mask-based Feature Encoding
Region-based Convolutional Neural Networks (R-CNNs) have achieved great ...
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Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects
Motivated by the important archaeological application of exploring cultu...
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On Study of the Reliable Fully Convolutional Networks with Tree Arranged Outputs (TAO-FCN) for Handwritten String Recognition
The handwritten string recognition is still a challengeable task, though...
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An Automated CNN Recommendation System for Image Classification Tasks
Nowadays the CNN is widely used in practical applications for image clas...
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Robust Gait Recognition by Integrating Inertial and RGBD Sensors
Gait has been considered as a promising and unique biometric for person ...
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Who Leads the Clothing Fashion: Style, Color, or Texture? A Computational Study
It is well known that clothing fashion is a distinctive and often habitu...
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Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by Curve-Pattern Matching
Study of cultural-heritage objects with embellished realistic and abstra...
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On Study of the Binarized Deep Neural Network for Image Classification
Recently, the deep neural network (derived from the artificial neural ne...
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Unsupervised Cross-Domain Recognition by Identifying Compact Joint Subspaces
This paper introduces a new method to solve the cross-domain recognition...
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Co-interest Person Detection from Multiple Wearable Camera Videos
Wearable cameras, such as Google Glass and Go Pro, enable video data col...
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LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes
One popular approach to interactively segment the foreground object of i...
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Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation
We propose a new learning-based method for estimating 2D human pose from...
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Feature Sampling Strategies for Action Recognition
Although dense local spatial-temporal features with bag-of-features repr...
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Large-Scale Automatic Labeling of Video Events with Verbs Based on Event-Participant Interaction
We present an approach to labeling short video clips with English verbs ...
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Video In Sentences Out
We present a system that produces sentential descriptions of video: who ...
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