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GANomaly: Semi-supervised Anomaly Detection via Adversarial Training

Computer Vision – ACCV 2018, p.622-637

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HINT: High-Quality INpainting Transformer With Mask-Aware Encoding and Enhanced Attention

IEEE transactions on multimedia, 2024, Vol.26, p.7649-7660

2024

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A comparative review of plausible hole filling strategies in the context of scene depth image completion

Computers & graphics, 2018-05, Vol.72, p.39-58

2018

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Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection

2019 International Joint Conference on Neural Networks (IJCNN), 2019, p.1-8

2019

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Diagnosis of multiple sclerosis by detecting asymmetry within the retina using a similarity-based neural network

IEEE access, 2024-01, Vol.12, p.1-1

2024

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Multi-Task Regression-Based Learning for Autonomous Unmanned Aerial Vehicle Flight Control Within Unstructured Outdoor Environments

IEEE robotics and automation letters, 2019-10, Vol.4 (4), p.4116-4123

2019

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Real-Time Monocular Depth Estimation Using Synthetic Data with Domain Adaptation via Image Style Transfer

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.2800-2810

2018

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Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets

2022 IEEE International Conference on Big Data (Big Data), 2022, p.4346-4355

2022

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FEGR: Feature Enhanced Graph Representation Method for Graph Classification

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023, p.371-378

2023

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Region-based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, p.2995-3005

2023

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Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.3368-3379

2019

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Generative adversarial framework for depth filling via Wasserstein metric, cosine transform and domain transfer

Pattern recognition, 2019-07, Vol.91, p.232-244

2019

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Differentiating Glaucomatous Optic Neuropathy From Non-glaucomatous Optic Neuropathies Using Deep Learning Algorithms

American journal of ophthalmology, 2023-08, Vol.252, p.1-8

2023

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On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.2830-2837

2021

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Monocular Segment-Wise Depth: Monocular Depth Estimation Based on a Semantic Segmentation Prior

2019 IEEE International Conference on Image Processing (ICIP), 2019, p.4295-4299

2019

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Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification

Domain Adaptation and Representation Transfer, 2022, Vol.13542, p.1-11

2022

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INCLG: Inpainting for non-cleft lip generation with a multi-task image processing network

Software impacts, 2023-09, Vol.17, p.100517, Article 100517

2023

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Back to Butterworth - a Fourier basis for 3D surface relief hole filling within RGB-D imagery

2016 23rd International Conference on Pattern Recognition (ICPR), 2016, p.2813-2818

2016

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Extended Patch Prioritization for Depth Filling Within Constrained Exemplar-Based RGB-D Image Completion

Image Analysis and Recognition, p.306-314

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Immaculate depth perception : recovering 3D scene information via depth completion and prediction

Atapour-Abarghouei, Amir

2019

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Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.10418-10425

2021

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Dealing with Missing Depth: Recent Advances in Depth Image Completion and Estimation

RGB-D Image Analysis and Processing, p.15-50

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Transforming Fake News: Robust Generalisable News Classification Using Transformers

2021 IEEE International Conference on Big Data (Big Data), 2021, p.3960-3968

2021

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Code Gradients: Towards Automated Traceability of LLM-Generated Code

2024 IEEE 32nd International Requirements Engineering Conference (RE), 2024, p.321-329

2024

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Identification of Driver Phone Usage Violations via State-of-the-Art Object Detection with Tracking

2021 IEEE International Conference on Big Data (Big Data), 2021, p.1236-1241

2021

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GANomaly: Semi-supervised Anomaly Detection via Adversarial Training

HINT: High-Quality INpainting Transformer With Mask-Aware Encoding and Enhanced Attention

A comparative review of plausible hole filling strategies in the context of scene depth image completion

Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection

Diagnosis of multiple sclerosis by detecting asymmetry within the retina using a similarity-based neural network

Multi-Task Regression-Based Learning for Autonomous Unmanned Aerial Vehicle Flight Control Within Unstructured Outdoor Environments

Real-Time Monocular Depth Estimation Using Synthetic Data with Domain Adaptation via Image Style Transfer

Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets

FEGR: Feature Enhanced Graph Representation Method for Graph Classification

Region-based Appearance and Flow Characteristics for Anomaly Detection in Infrared Surveillance Imagery

Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach

Generative adversarial framework for depth filling via Wasserstein metric, cosine transform and domain transfer

Differentiating Glaucomatous Optic Neuropathy From Non-glaucomatous Optic Neuropathies Using Deep Learning Algorithms

On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures

Monocular Segment-Wise Depth: Monocular Depth Estimation Based on a Semantic Segmentation Prior

Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification

INCLG: Inpainting for non-cleft lip generation with a multi-task image processing network

Back to Butterworth - a Fourier basis for 3D surface relief hole filling within RGB-D imagery

Extended Patch Prioritization for Depth Filling Within Constrained Exemplar-Based RGB-D Image Completion

Immaculate depth perception : recovering 3D scene information via depth completion and prediction

Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI

Dealing with Missing Depth: Recent Advances in Depth Image Completion and Estimation

Transforming Fake News: Robust Generalisable News Classification Using Transformers

Code Gradients: Towards Automated Traceability of LLM-Generated Code

Identification of Driver Phone Usage Violations via State-of-the-Art Object Detection with Tracking

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