Naveed Akhtar

ACM Trans. Multim. Comput. Commun. Appl., August, 2024

Yolo-3DMM for Simultaneous Multiple Object Detection and Tracking in Traffic Scenarios.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., August, 2024

Co-Engaged Location Group Search in Location-Based Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Voxel- and Bird's-Eye-View-Based Semantic Scene Completion for LiDAR Point Clouds.

[BibT_eX]

[DOI]

Remote. Sens., July, 2024

Multimodal fusion for audio-image and video action recognition.

[BibT_eX]

[DOI]

Neural Comput. Appl., April, 2024

Enhanced Deep Predictive Modeling of Wastewater Plants With Limited Data.

[BibT_eX]

[DOI]

Maira Alvi

Tim French

Rachel Cardell-Oliver

Damien Batstone

IEEE Trans. Ind. Informatics, February, 2024

BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

IRSTDID-800: A Benchmark Analysis of Infrared Small Target Detection-Oriented Image Destriping.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

SCTransNet: Spatial-Channel Cross Transformer Network for Infrared Small Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Dynamic Spectral Guided Spatial Sparse Transformer for Hyperspectral Image Reconstruction.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

EFRNet-VL: An end-to-end feature refinement network for monocular visual localization in dynamic environments.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions.

[BibT_eX]

[DOI]

Data, 2024

GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction.

[BibT_eX]

[DOI]

Zaid Ilyas

David Suter

Syed Zulqarnain Gilani

CoRR, 2024

Suitability of KANs for Computer Vision: A preliminary investigation.

[BibT_eX]

[DOI]

Basim Azam

CoRR, 2024

Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attribution Methods.

[BibT_eX]

[DOI]

CoRR, 2024

Severity Controlled Text-to-Image Generative Model Bias Manipulation.

[BibT_eX]

[DOI]

CoRR, 2024

ARCNet: An Asymmetric Residual Wavelet Column Correction Network for Infrared Image Destriping.

[BibT_eX]

[DOI]

CoRR, 2024

M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans.

[BibT_eX]

[DOI]

Juwita Juwita

Amitava Datta

CoRR, 2024

Regulating Model Reliance on Non-robust Features by Smoothing Input Marginal Density.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition.

[BibT_eX]

[DOI]

Softw. Impacts, September, 2023

GoMIC: Multi-view image clustering via self-supervised contrastive heterogeneous graph co-learning.

[BibT_eX]

[DOI]

World Wide Web (WWW), July, 2023

Deep Reconstruction of 3-D Human Poses From Video.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., June, 2023

SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., May, 2023

Perth-WA Localization Dataset in 3D Point Cloud Maps.

[BibT_eX]

[DOI]

Dataset, March, 2023

SWAN.

[BibT_eX]

[DOI]

Dataset, March, 2023

Dense Video Captioning With Early Linguistic Information Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Quantifying Bias in Text-to-Image Generative Models.

[BibT_eX]

[DOI]

CoRR, 2023

On quantifying and improving realism of images generated with diffusion.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics.

[BibT_eX]

[DOI]

CoRR, 2023

Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection.

[BibT_eX]

[DOI]

CoRR, 2023

UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input.

[BibT_eX]

[DOI]

IROS, 2023

Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Towards credible visual model interpretation with path attribution.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Re-calibrating Feature Attributions for Model Interpretation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

PRAT: PRofiling Adversarial aTtacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers.

[BibT_eX]

[DOI]

Proceedings of the 11th European Workshop on Visual Information Processing, 2023

Text-image guided Diffusion Model for generating Deepfake celebrity interactions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

AShapeFormer : Semantics-Guided Object-Level Active Shape Encoding for 3D Object Detection via Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

STTR-3D: Stereo Transformer 3D Network for Video-Based Disparity Change Estimation.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Local Path Integration for Attribution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Rethinking Interpretation: Input-Agnostic Saliency Mapping of Deep Visual Classifiers.

[BibT_eX]

[DOI]

Mohammad Amir Asim Khan Jalwana

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

PC-Urban Outdoor dataset for 3D Point Cloud semantic segmentation.

[BibT_eX]

[DOI]

Dataset, March, 2022

Adversarial Attack on Skeleton-Based Human Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Cross-Domain Modality Fusion for Dense Video Captioning.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2022

Attack to Fool and Explain Deep Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

Simultaneous Multiple Object Detection and Pose Estimation using 3D Model Infusion with Monocular Vision.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient Diffusion Models for Vision: A Survey.

[BibT_eX]

[DOI]

Anwaar Ulhaq

Ganna Pogrebna

CoRR, 2022

Vision Transformers for Action Recognition: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

On Higher Adversarial Susceptibility of Contrastive Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Neural Trojan Attacks and Defenses in Deep Learning.

[BibT_eX]

[DOI]

Jie Wang

CoRR, 2022

Transferable 3D Adversarial Textures using End-to-end Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

MAiVAR: Multimodal Audio-Image and Video Action Recognizer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Pre-text Representation Transfer for Deep Learning with Limited and Imbalanced Data: Application to CT-Based COVID-19 Detection.

[BibT_eX]

[DOI]

Proceedings of the Image and Vision Computing - 37th International Conference, 2022

Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Cognitive Impairment Prediction by Normal Cognitive Brain MRI Scans Using Deep Learning.

[BibT_eX]

[DOI]

Justin Bardwell

Farzaneh Salami

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

Exploiting Structured CNNs for Semantic Segmentation of Unstructured Point Clouds from LiDAR Sensor.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Deep Affinity Network for Multiple Object Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Neural computing and applications (NCAA) special issue on best of DICTA 2019 papers.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Geometric Feature Learning for 3D Meshes.

[BibT_eX]

[DOI]

CoRR, 2021

Threat of Adversarial Attacks on Deep Learning in Computer Vision: Survey II.

[BibT_eX]

[DOI]

CoRR, 2021

Controlled Caption Generation for Images Through Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2021

Empirical autopsy of deep video captioning encoder-decoder architecture.

[BibT_eX]

[DOI]

Array, 2021

Annotation Tool and Urban Dataset for 3D Point Cloud Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2021

Advances in Adversarial Attacks and Defenses in Computer Vision: A Survey.

[BibT_eX]

[DOI]

IEEE Access, 2021

Analysing Adversarial Examples for Deep Learning.

[BibT_eX]

[DOI]

Jason Jung

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Boosting Deep Transfer Learning For Covid-19 Classification.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

High Definition LiDAR mapping of Perth CBD.

[BibT_eX]

[DOI]

Muhammad Ibrahim

Michael J. Wise

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought.

[BibT_eX]

[DOI]

Fouzia Altaf

Syed M. S. Islam

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Steganographic universal adversarial perturbations.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Hyperspectral Recovery from RGB Images using Gaussian Processes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space.

[BibT_eX]

[DOI]

CoRR, 2020

Orthogonal Deep Models as Defense Against Black-Box Attacks.

[BibT_eX]

[DOI]

IEEE Access, 2020

Efficient Detection of Pixel-Level Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Attack to Explain Deep Representation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

Empirical Autopsy of Deep Video Captioning Frameworks.

[BibT_eX]

[DOI]

CoRR, 2019

Temporally Coherent Full 3D Mesh Human Pose Recovery from Monocular Video.

[BibT_eX]

[DOI]

CoRR, 2019

Label Universal Targeted Attack.

[BibT_eX]

[DOI]

CoRR, 2019

Going Deep in Medical Image Analysis: Concepts, Methods, Challenges, and Future Directions.

[BibT_eX]

[DOI]

IEEE Access, 2019

Octree Guided CNN With Spherical Kernels for 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning.

[BibT_eX]

[DOI]

Nayyer Aafaq

Wei Liu

Syed Zulqarnain Gilani

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Spherical Convolutional Neural Network for 3D Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2018

Viewpoint Invariant Action Recognition Using RGB-D Videos.

[BibT_eX]

[DOI]

IEEE Access, 2018

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey.

[BibT_eX]

[DOI]

IEEE Access, 2018

Defense Against Universal Adversarial Perturbations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Efficient classification with sparsity augmented collaborative representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Mechanical Performance and Fracture Behavior of Recycled AA6061-T6 Alloy Melted from Aluminium Chips.

[BibT_eX]

[DOI]

Int. J. Manuf. Mater. Mech. Eng., 2017

Viewpoint Invariant RGB-D Human Action Recognition.

[BibT_eX]

[DOI]

Jain Liu

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Joint Discriminative Bayesian Dictionary and Classifier Learning.

[BibT_eX]

[DOI]

Fatih Porikli

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Discriminative Bayesian Dictionary Learning for Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Tensile Fracture in Laser Welding Joints of Al-Cu-Li-Mg-X Alloy Bearing Gaseous Porosity.

[BibT_eX]

[DOI]

SuJun Wu

Int. J. Manuf. Mater. Mech. Eng., 2015

Sparseness helps: Sparsity Augmented Collaborative Representation for Classification.

[BibT_eX]

[DOI]

CoRR, 2015

Bayesian sparse representation for hyperspectral image super resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Towards Robust Task Execution for Domestic Service Robots.

[BibT_eX]

[DOI]

Anastassia Küstenmacher

Paul-Gerhard Plöger

Gerhard Lakemeyer

J. Intell. Robotic Syst., 2014

Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

SUnGP: A Greedy Sparse Approximation Algorithm for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Unexpected Situations in Service Robot Environment: Classification and Reasoning Using Naive Physics.

[BibT_eX]

[DOI]

Anastassia Küstenmacher

Paul-Gerhard Plöger

Gerhard Lakemeyer

Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

Simulation-based approach for avoiding external faults.

[BibT_eX]

[DOI]