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Learning non-rigid surface reconstruction from spatio-temporal image patches
We present a method to reconstruct a dense spatio-temporal depth map of ...
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Searching Central Difference Convolutional Networks for Face Anti-Spoofing
Face anti-spoofing (FAS) plays a vital role in face recognition systems....
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Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing
Face anti-spoofing is critical to the security of face recognition syste...
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Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation
Degeneration of articular cartilage (AC) is actively studied in knee ost...
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Inertial-aided Motion Deblurring with Deep Networks
We propose an inertial-aided deblurring method that incorporates gyrosco...
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DGC-Net: Dense Geometric Correspondence Network
This paper addresses the challenge of dense pixel correspondence estimat...
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LSD_2 - Joint Denoising and Deblurring of Short and Long Exposure Images with Convolutional Neural Networks
This paper addresses the challenging problem of acquiring high-quality p...
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A Survey of Recent Advances in Texture Representation
Texture is a fundamental characteristic of many types of images, and tex...
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Micro-expression Action Unit Detection withSpatio-temporal Adaptive Pooling
Action Unit (AU) detection plays an important role for facial expression...
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KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks
This paper addresses the challenge of localization of anatomical landmar...
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Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition
In this paper, we present a sparsity-aware deep network for automatic 4D...
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Audio-Visual Kinship Verification
Visual kinship verification entails confirming whether or not two indivi...
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Multi-hop Federated Private Data Augmentation with Sample Compression
On-device machine learning (ML) has brought about the accessibility to a...
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Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs
Knee osteoarthritis (OA) is one of the highest disability factors in the...
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Micro-Expression Spotting: A Benchmark
Micro-expressions are rapid and involuntary facial expressions, which in...
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Cell Tracking via Proposal Generation and Selection
Microscopy imaging plays a vital role in understanding many biological p...
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SRN: Side-output Residual Network for Object Symmetry Detection in the Wild
In this paper, we establish a baseline for object symmetry detection in ...
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Solving a Mathematical Problem in Square War: a Go-like Board Game
In this paper, we present a board game: Square War. The game definition ...
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Inertial-Based Scale Estimation for Structure from Motion on Mobile Devices
Structure from motion algorithms have an inherent limitation that the re...
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Analyzing the Affect of a Group of People Using Multi-modal Framework
Millions of images on the web enable us to explore images from social ev...
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Video Summarization using Deep Semantic Features
This paper presents a video summarization technique for an Internet vide...
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Learning Joint Representations of Videos and Sentences with Web Image Search
Our objective is video retrieval based on natural language queries. In a...
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Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection
Recently, there are increasing interests in inferring mirco-expression f...
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Probing the Intra-Component Correlations within Fisher Vector for Material Classification
Fisher vector (FV) has become a popular image representation. One notabl...
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HEp-2 Cell Classification: The Role of Gaussian Scale Space Theory as A Pre-processing Approach
Indirect Immunofluorescence Imaging of Human Epithelial Type 2 (HEp-2) c...
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LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification
In this paper, we propose a novel local feature, called Local Orientatio...
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HEp-2 Cell Classification via Fusing Texture and Shape Information
Indirect Immunofluorescence (IIF) HEp-2 cell image is an effective evide...
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Dynamic texture and scene classification by transferring deep image features
Dynamic texture and scene classification are two fundamental problems in...
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Fine-Grained Visual Classification of Aircraft
This paper introduces FGVC-Aircraft, a new dataset containing 10,000 ima...
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Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling
Software-defined networking (SDN) provides an agile and programmable way...
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Communications and Control for Wireless Drone-Based Antenna Array
In this paper, the effective use of multiple quadrotor drones as an aeri...
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Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale
Ensuring ultra-reliable and low-latency communication (URLLC) for 5G wir...
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Fast Uplink Grant for Machine Type Communications: Challenges and Opportunities
The notion of a fast uplink grant is emerging as a promising solution fo...
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User Preference Learning Based Edge Caching for Fog-RAN
In this paper, the edge caching problem in fog radio access networks (F-...
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Edge Computing Meets Millimeter-wave Enabled VR: Paving the Way to Cutting the Cord
In this paper, a novel proactive computing and mmWave communication for ...
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Towards Low-Latency and Ultra-Reliable Virtual Reality
Virtual Reality (VR) is expected to be one of the killer-applications in...
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Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks
This paper investigates a cellular edge caching problem under a very lar...
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Path Selection and Rate Allocation in Self-Backhauled mmWave Networks
We investigate the problem of multi-hop scheduling in self-backhauled mi...
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Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications
Emerging wireless services such as augmented reality require next-genera...
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Supporting VR Mobile Social Networks over Wireless Cellular Systems
Immersive social interactions of mobile users are soon to be enabled wit...
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Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach
In this letter, we investigate the problem of providing gigabit wireless...
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Texture Classification in Extreme Scale Variations using GANet
Research in texture recognition often concentrates on recognizing textur...
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Power Control via Stackelberg Game for Small-Cell Networks
In this paper, power control for two-tier small-cell networks in the upl...
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Edge Caching in Delay-Constrained Virtualized Cellular Networks: Analysis and Market
Caching of popular contents at cellular base stations, i.e., edge cachin...
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Do Programmers Work at Night or During the Weekend?
Abnormal working hours can reduce work health, general well-being, and p...
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A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems
The use of flying platforms such as unmanned aerial vehicles (UAVs), pop...
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Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach
This paper proposes a real-time movement control algorithm for massive u...
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Natural Language or Not (NLoN) - A Package for Software Engineering Text Analysis Pipeline
The use of natural language processing (NLP) is gaining popularity in so...
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Terahertz Technologies to Deliver Optical Network Quality of Experience in Wireless Systems Beyond 5G
This article discusses the basic system architecture for terahertz (THz)...
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Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning
To improve the quality of computation experience for mobile devices, mob...
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