Outputs (518)

Face recognition with a small occluded training set using spatial and statistical pooling (2018)
Journal Article

Attribute relaxation from class level to instance level for zero-shot learning (2018)
Journal Article

Conventional zero-shot learning (ZSL) methods usually use class-level attribute, which corresponds to a batch of images of same category. This setting is not reasonable since the images even though belong to same category still have variances in thei... Read More about Attribute relaxation from class level to instance level for zero-shot learning.

Generic compact representation through visual-semantic ambiguity removal (2019)
Journal Article

Spectral representations of vertex transitive graphs, Archimedean solids and finite Coxeter groups (2013)
Journal Article

In this article, we study eigenvalue functions of varying transitionprobability matrices on finite, vertex transitive graphs. We provethat the eigenvalue function of an eigenvalue of fixed highermultiplicity has a critical point if and only if the co... Read More about Spectral representations of vertex transitive graphs, Archimedean solids and finite Coxeter groups.

Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers (2019)
Journal Article

Perinatal stroke (PS) is a serious condition that, if undetected and thus untreated, often leads to life-long disability, in particular Cerebral Palsy (CP). In clinical settings, Prechtl's General Movement Assessment (GMA) can be used to classify inf... Read More about Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers.

Depth Embedded Recurrent Predictive Parsing Network for Video Scenes (2019)
Journal Article

Semantic segmentation-based scene parsing plays an important role in automatic driving and autonomous navigation. However, most of the previous models only consider static images, and fail to parse sequential images because they do not take the spati... Read More about Depth Embedded Recurrent Predictive Parsing Network for Video Scenes.

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation (2017)
Journal Article

Sufficient training examples are the fundamental requirement for most of the learning tasks. However, collecting well-labelled training examples is costly. Inspired by Zero-shot Learning (ZSL) that can make use of visual attributes or natural languag... Read More about Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.

Zero-shot Hashing with orthogonal projection for image retrieval (2019)
Journal Article

Trivalent expanders, $(Delta – Y)$-transformation, and hyperbolic surfaces (2019)
Journal Article

We construct a new family of trivalent expanders tessellating hyperbolic surfaces with large isometry groups. These graphs are obtained from a family of Cayley graphs of nilpotent groups via (Delta–Y)-transformations. We study combinatorial, topologi... Read More about Trivalent expanders, $(Delta – Y)$-transformation, and hyperbolic surfaces.

Acute intraocular pressure changes during isometric exercise and recovery: The influence of exercise type and intensity, and participant´s sex (2019)
Journal Article

We assessed the intraocular pressure (IOP) behaviour during a 1-minute period of isometric physical effort and the immediate 1-minute of recovery in the mid-thigh clean pull and squat exercises at three different intensities. Twenty physically active... Read More about Acute intraocular pressure changes during isometric exercise and recovery: The influence of exercise type and intensity, and participant´s sex.

Efficient construction of the Čech complex (2012)
Journal Article

In many applications, the first step into the topological analysis of a discrete point set P sampled from a manifold is the construction of a simplicial complex with vertices on P. In this paper, we present an algorithm for the efficient computation... Read More about Efficient construction of the Čech complex.

2D Pose-Based Real-Time Human Action Recognition With Occlusion-Handling (2019)
Journal Article

Human Action Recognition (HAR) for CCTV-oriented applications is still a challenging problem. Real-world scenarios HAR implementations is difficult because of the gap between Deep Learning data requirements and what the CCTV-based frameworks can offe... Read More about 2D Pose-Based Real-Time Human Action Recognition With Occlusion-Handling.

Generative Adversarial Framework for Depth Filling via Wasserstein Metric, Cosine Transform and Domain Transfer (2019)
Journal Article

In this work, the issue of depth filling is addressed using a self-supervised feature learning model that predicts missing depth pixel values based on the context and structure of the scene. A fully-convolutional generative model is conditioned on th... Read More about Generative Adversarial Framework for Depth Filling via Wasserstein Metric, Cosine Transform and Domain Transfer.

Deep transductive network for generalized zero shot learning (2020)
Journal Article

Zero Shot Learning (ZSL) aims to learn projective functions on labeled seen data and transfer the learned functions to unseen classes by discovering their relationship with semantic embeddings. However, the mapping process often suffers from the doma... Read More about Deep transductive network for generalized zero shot learning.

Discrete Curvature Representations for Noise Robust Image Corner Detection (2019)
Journal Article

Image corner detection is very important in the fields of image analysis and computer vision. Curvature calculation techniques are used in many contour-based corner detectors. We identify that existing calculation of curvature is sensitive to local v... Read More about Discrete Curvature Representations for Noise Robust Image Corner Detection.

Investigating the Immediate and Cumulative Effects of Isometric Squat Exercise for Different Weight Loads on Intraocular Pressure: A Pilot Study (2019)
Journal Article

Background: The execution of resistance exercise against heavy loads promotes an acute intraocular pressure (IOP) rise, which has detrimental effects on ocular health. However, the effect of load on the IOP behavior during exercise remains unknown du... Read More about Investigating the Immediate and Cumulative Effects of Isometric Squat Exercise for Different Weight Loads on Intraocular Pressure: A Pilot Study.

Near‐Eye Display and Tracking Technologies for Virtual and Augmented Reality (2019)
Journal Article

Virtual and augmented reality (VR/AR) are expected to revolutionise entertainment, healthcare, communication and the manufacturing industries among many others. Near-eye displays are an enabling vessel for VR/AR applications, which have to tackle man... Read More about Near‐Eye Display and Tracking Technologies for Virtual and Augmented Reality.

Motion-aware Compression and Transmission of Mesh Animation Sequences (2019)
Journal Article

With the increasing demand in using 3D mesh data over networks, supporting effective compression and efficient transmission of meshes has caught lots of attention in recent years. This article introduces a novel compression method for 3D mesh animati... Read More about Motion-aware Compression and Transmission of Mesh Animation Sequences.