Visual Information Laboratory

Research output

Research output per year 1991 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2023

• 356 Conference Contribution (Conference Proceeding)
• 245 Article (Academic Journal)
• 61 Conference Paper
• 13 Chapter in a book
• 44 More
  • 9 Editorial (Academic Journal)
  • 7 Conference Abstract
  • 4 Working paper
  • 3 Authored book
  • 3 Letter (Academic Journal)
  • 3 Special issue (Academic Journal)
  • 2 Edited book
  • 2 Other report
  • 2 Conference Poster
  • 2 Review article (Academic Journal)
  • 2 Other contribution
  • 1 Commissioned report
  • 1 Other Conference Contribution
  • 1 Comment/debate (Academic Journal)
  • 1 Article (Specialist Publication)
  • 1 Patent

Research output per year

Research output per year

Search results

• 2023

  Accurate Energy Modelling on the Cortex-M0 Processor for Profiling and Static Analysis

  Nikov, K., Georgiou, K., Chamski, Z., Eder, K. & Nunez-Yanez, J., 30 Jan 2023, 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS). Institute of Electrical and Electronics Engineers (IEEE), 4 p. (ICECS 2022 - 29th IEEE International Conference on Electronics, Circuits and Systems, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Static Program Analysis 100%
  • Models 100%
  • Application 80%
  • Energy Consumption 60%
  • Edge Computing 40%
  2 Citations (Scopus)

  17 Downloads (Pure)

• Analysis of Graph Processing in Reconfigurable Devices for Edge Computing Applications

  Olgu, K., Nikov, K. & Nunez-Yanez, J., 4 Jan 2023, Proceedings - 2022 25th Euromicro Conference on Digital System Design, DSD 2022. Fabelo, H., Ortega, S. & Skavhaug, A. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 16-23 8 p. (Proceedings - 2022 25th Euromicro Conference on Digital System Design, DSD 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Application 100%
  • Reconfigurable Device 100%
  • Edge Computing 100%
  • Roles 50%
  • Search Algorithm 50%

• The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction

  Stergiou, A. G. & Damen, D., Mar 2023, (Accepted/In press) 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE)

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Models 100%

• TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome Prediction

  Samak, Z. A., Clatworthy, P. L. & Mirmehdi, M., 23 Jan 2023, (Accepted/In press) 20th IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Classification 100%
  • Treatment Outcome 100%
  • Stroke 100%
  • Ischemic Stroke 100%
  • Networks 50%
• 2022

  A CNN-based Post-Processor for Perceptually-Optimized Immersive Media Compression

  Katsenou, A., Zhang, F. & Bull, D., 18 Oct 2022, 2022 IEEE International Conference on Image Processing (ICIP). IEEE Computer Society

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Spatial Resolution 100%
  • Convolutional Neural Network 100%
  • Synthesis 50%
  • Artifacts 50%
  • Contexts 50%
  20 Downloads (Pure)

• Auxiliary Learning for Self-Supervised Video Representation via Similarity-based Knowledge Distillation

  Dadashzadeh, A., Whone, A. & Mirmehdi, M., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, p. 4230-4239 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Video Representation 100%
  • Models 100%
  • Knowledge Distillation 100%
  • Networks 33%
  • Representation 33%
  1 Citation (Scopus)

• Dual-Domain Image Synthesis using Segmentation-Guided GAN

  Bazazian, D., Calway, A. & Damen, D., 23 Aug 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. Institute of Electrical and Electronics Engineers (IEEE), p. 506-515 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Segmentation 100%
  • Domains 100%
  • Image Synthesis 100%
  • Models 18%
  • Image Segmentation 9%
  30 Downloads (Pure)

• Ego4D: Around the World in 3,000 Hours of Egocentric Video

  Grauman, K., Wray, M., Fragomeni, A., Munro, J. P. N., Price, W., Arbelaez, P., Crandall, D., Damen, D., Farinella, G. M., Ghanem, B., Jawahar, C. V., Kitani, K., Oliva, A., Park, H. S., Rehg, J. M., Sato, Y., Shou, M. Z., Torrallba, A. & Malik, J., 19 Jun 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), p. 18973-18990 18 p. (Proceedings. IEEE Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  File

  • Benchmark 100%
  • Activity 66%
  • Standards 33%
  • Understanding 33%
  • Environment 33%
  71 Downloads (Pure)

• Evaluation of Early-exit Strategies in Low-cost FPGA-based Binarized Neural Networks

  Kong, M., Nikov, K. & Nunez-Yanez, J. L., 2022, Proceedings - 2022 25th Euromicro Conference on Digital System Design, DSD 2022. Fabelo, H., Ortega, S. & Skavhaug, A. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 197-204 8 p. (Proceedings - 2022 25th Euromicro Conference on Digital System Design, DSD 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Evaluation 100%
  • Networks 100%
  • Models 66%
  • Application 33%
  • Complexity 33%

• ICIP 2022 Challenge on Parasitic Egg Detection and Classification in Microscopic Images: Dataset, Methods and Results

  Anantrasirichai, N., Chalidabhongse, T. H., Palasuwan, D., Naruenatthanaset, K., Kobchaisawat, T., Nunthanasup, N., Boonpeng, K., Ma, X. & Achim, A., 18 Oct 2022, 2022 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE)

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Detection 100%
  • Classification 100%
  • Microscopic Image 100%
  • Egg 100%
  • Application 33%
  3 Citations (Scopus)

  23 Downloads (Pure)

• Optimal Transport-based Graph Matching for 3D retinal OCT image registration

  Tian, X., Anantrasirichai, N., Nicholson, L. & Achim, A., 18 Oct 2022, 2022 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE)

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Descriptors 100%
  • Graph Matching 100%
  • Application 25%
  • Segmentation 25%
  • Spatial Domain 25%
  8 Downloads (Pure)

• Unsupervised Image Fusion Using Deep Image Priors

  Ma, X., Hill, P., Anantrasirichai, N. & Achim, A., 18 Oct 2022, Unsupervised Image Fusion Using Deep Image Priors. Institute of Electrical and Electronics Engineers (IEEE)

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Image Fusion 100%
  • Training Data 40%
  • Design 20%
  • Evaluation 20%
  • Inverse Problem 20%
  2 Citations (Scopus)

  13 Downloads (Pure)

• UnweaveNet: Unweaving Activity Stories

  Price, W., Vondrick, C. & Damen, D., 24 Jun 2022, (Unpublished) 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), p. 13770-13779 10 p. (Proceedings. IEEE Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  File

  • Thread 100%
  • Video Representation 33%
  • Daily Activity 33%
  11 Downloads (Pure)

• Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation

  Zeng, C., Yang, X., Mirmehdi, M., Gambaruto, A. M. & Burghardt, T., 18 Nov 2022, (Accepted/In press) Conference proceedings of ICMV 2022. Society of Photo-Optical Instrumentation Engineers (SPIE), 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Instance Segmentation 100%
  • Application 50%
  • Segmentation 50%
  • Networks 50%
  • Representation 50%

• Visual Microfossil Identification via Deep Metric Learning

  Karaderi, T., Burghardt, T., Hsiang, A. Y., Ramaer, J. & Schmidt, D. N., 15 Mar 2022, (Accepted/In press) 3rd International Conference on Pattern Recognition and Artificial Intelligence. (Lecture Notes in Computer Science ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Accuracy 100%
  • Domains 100%
  • Identification 100%
  • Benchmark 100%
  • Convolutional Neural Network 100%
• 2021

  Centroids triplet network and temporally-consistent embeddings for in-situ object recognition

  Lagunes Fortiz, M. A., Damen, D. & Mayol-Cuevas, W. W., 10 Feb 2021, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020. Institute of Electrical and Electronics Engineers (IEEE), p. 10796-10802 7 p. 9341050. (IEEE International Conference on Intelligent Robots and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Networks 100%
  • Accuracy 100%
  • Object Recognition 100%
  • Embedding 100%
  • Filtering 33%
  1 Citation (Scopus)

  127 Downloads (Pure)

• CONTEXTUAL COLORIZATION AND DENOISING FOR LOW-LIGHT ULTRA HIGH RESOLUTION SEQUENCES

  Anantrasirichai, N. & Bull, D., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 1614-1618 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Artifacts 100%
  • Experimental Result 50%
  • Postprocessing 50%
  • Subjective Quality 50%
  • Machine Learning 50%
  4 Citations (Scopus)

• Exploring motion boundaries in an end-to-end network for vision-based Parkinson's severity assessment

  Dadashzadeh, A., Whone, A., Rolinski, M. & Mirmehdi, M., 2021, ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 89-97 9 p. (ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Networks 100%
  • Parkinson's Disease 100%
  • Accuracy 50%
  • Learning Framework 25%
  • Disease Patient 25%
  1 Citation (Scopus)

• Fast Depth Estimation for View Synthesis

  Anantrasirichai, N., Geravand, M., Braendler, D. & Bull, D. R., 22 Jan 2021, 28th European Signal Processing Conference (EUSIPCO 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Synthesis 100%
  • Depth Estimation 100%
  • Networks 66%
  • Vision 66%
  • Accuracy 33%
  62 Downloads (Pure)

• Reconstruction of Dynamically Evolving Volcanic Ash Clouds from Simulated Satellite Imagery

  Etchells, T., Berthoud, L., Watson, I. M., Calway, A. & Wood, K., 28 Apr 2021, EGU 2021. European Geosciences Union

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  • Plume 100%
  • Reconstruction 100%
  • Volcanic Ash 100%
  • Satellite Imagery 100%
  • Model 61%

• SLOW-FAST AUDITORY STREAMS FOR AUDIO RECOGNITION

  Kazakos, E., Nagrani, A., Zisserman, A. & Damen, D., 13 May 2021, (E-pub ahead of print) ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Audio Recognition 100%
  • Channel Capacity 50%
  • Temporal Resolution 50%
  • Convolutional Network 50%
  • Convolution 50%
  69 Downloads (Pure)

• Unsupervised View-Invariant Human Posture Representation

  Sardari, F., Ommer, B. & Mirmehdi, M., 2021, Proc. 32nd British Machine Vision Conference (BMVC). BMVA Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Representation 100%
  • Invariants 100%
  • Networks 16%
  • Correlation 16%
  • Classification Accuracy 16%

• VMAF-based Bitrate Ladder Estimation for Adaptive Streaming

  Katsenou, A. V., Zhang, F., Swanson, K., Afonso, M., Sole, J. & Bull, D. R., Jun 2021, 2021 Picture Coding Symposium, PCS 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 5 p. 9477469. (2021 Picture Coding Symposium, PCS 2021 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • References 100%
  • Networks 50%
  • User 50%
  • Machine Learning 50%
  • Interpolation 50%
  6 Citations (Scopus)

  71 Downloads (Pure)
• 2020

  3D Reconstruction of Volcanic Ash Clouds Using Simulated Satellite Imagery

  Etchells, T., Berthoud, L., Watson, I. M. & Calway, A., 5 May 2020, EGU 2020. European Geosciences Union

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  • Reconstruction 100%
  • Volcanic Ash 100%
  • Satellite Imagery 100%
  • Model 72%
  • Image 36%

• A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays

  Bose, L. N., Chen, J., Carey, S. J., Dudek, P. & Mayol-Cuevas, W. W., 27 Feb 2020, (E-pub ahead of print) 2019 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 1335-1344 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Convolutional Neural Network 100%
  • Array Processor 100%
  • Hardware 50%
  • Processing Element 50%
  • Communication 25%
  26 Citations (Scopus)

  105 Downloads (Pure)

• Action Modifiers: Learning from Adverbs in Instructional Videos

  Doughty, H., Laptev, I., Mayol-Cuevas, W. & Damen, D., 5 Aug 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), 11 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Representation 100%
  • Embedding 50%
  • Annotation 50%
  • Supervised Learning 50%
  • Embedding Space 50%
  8 Citations (Scopus)

  57 Downloads (Pure)

• Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference

  Andrew, W., Greatwood, C. & Burghardt, T., 27 Jan 2020, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics Engineers (IEEE), 7 p. (IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Network 100%
  • Inference 100%
  • Cattle 100%
  • Environment 66%
  • Fauna 66%
  30 Citations (Scopus)

  288 Downloads (Pure)

• Content-gnostic Bitrate Ladder Prediction for Adaptive Video Streaming

  Katsenou, A., Sole, J. & Bull, D., 9 Jan 2020, Picture Coding Symposium 2019. IEEE Computer Society, 5 p. (Picture Coding Symposium (PCS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Networks 100%
  • Computational Cost 100%
  • Machine Learning 100%
  • Quantization Level 100%
  • Display Devices 100%
  21 Citations (Scopus)

  360 Downloads (Pure)

• DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition

  Perrett, T. & Damen, D., 9 Jan 2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), 10 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Domains 100%
  • Action Recognition 100%
  • Long Short-Term Memory Network 100%
  • Convolutional Network 22%
  • Standards 11%
  19 Citations (Scopus)

  85 Downloads (Pure)

• Detection Of Ship Wakes In Sar Imagery Using Cauchy Regularisation

  Yang, T., Karakus, O. & Achim, A. M., 28 Oct 2020, 2020 IEEE International Conference on Image Processing (ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
  2 Citations (Scopus)

• Encoding in the Dark Grand Challenge: An Overview

  Anantrasirichai, N., Zhang, F., Malyugina, A., Hill, P. R. & Katsenou, A., 10 Jul 2020, 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Grand Challenge 100%
  • Video Sequences 50%
  • Postprocessing 50%
  • Benchmark 50%
  • Quality Objective 50%
  1 Citation (Scopus)

  116 Downloads (Pure)

• Enhancing VVC through CNN-based Post-Processing

  Zhang, F., Chen, F., Bull, D. & Bull, D. R., 30 Jun 2020, IEEE International Conference on Multimedia & Expo (ICME). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Postprocessing 100%
  • Teams 33%
  • Video Compression 33%
  • Computational Complexity 33%
  • Processing Approach 33%
  23 Citations (Scopus)

  307 Downloads (Pure)

• Fully Embedding Fast Convolutional Networks on Pixel Processor Arrays

  Bose, L., Dudek, P., Chen, J., Carey, S. J. & Mayol-Cuevas, W. W., 23 Aug 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIX. Springer International Publishing AG, 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Embedding 100%
  • Array Processor 100%
  • Convolutional Network 100%
  • Sensor 57%
  • Computation 42%
  58 Downloads (Pure)

• GAN-based Effective Bit Depth Adaptation for Perceptual Video Compression

  Ma, D., Zhang, F. & Bull, D., 6 Mar 2020, (Accepted/In press) IEEE International Conference on Multimedia & Expo (ICME). Institute of Electrical and Electronics Engineers (IEEE)

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Video Compression 100%
  • Generative Adversarial Networks 100%
  • References 33%
  • Functions 33%
  • Test Condition 33%
  298 Downloads (Pure)

• Meta-Learning with Context-Agnostic Initialisations

  Perrett, T. J., Masullo, A., Burghardt, T., Mirmehdi, M. & Damen, D., 23 Sept 2020, (Accepted/In press) Asian Conference on Computer Vision.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  File

  • Contexts 100%
  • Classification 18%
  • Case Study 9%
  • Training Data 9%
  • Learning Algorithm 9%
  56 Downloads (Pure)

• Modelling Sea Clutter In Sar Images Using Laplace-Rician Distribution

  Karakus, O., Kuruoglu, E. E. & Achim, A. M., May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
  4 Citations (Scopus)

• Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

  Munro, J. & Damen, D., 5 Aug 2020, (E-pub ahead of print) 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): CVPR 2020. Institute of Electrical and Electronics Engineers (IEEE), p. 119-129 11 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Action Recognition 100%
  • Domain Adaptation 100%
  • Models 40%
  • Benchmark 20%
  • Data Collection 20%
  104 Downloads (Pure)

• Play Fair: Frame Attributions in Video Models

  Price, W. & Damen, D., 1 Oct 2020, (Accepted/In press) Computer Vision - ACCV 2020: 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 – December 4, 2020, Revised Selected Papers, Part V. Ishikawa, H., Liu, C-L., Pajdla, T. & Shi, J. (eds.). Springer, (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Models 100%
  • Action Recognition 40%
  • Reasoning 20%
  • Classes 20%
  • Sequence Length 20%

• Run-time power modelling in embedded GPUs with dynamic voltage and frequency scaling

  Nunez-Yanez, J., Nikov, K., Eder, K. & Hosseinabady, M., 21 Jan 2020, Proceedings of the 11th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures / 9th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, PARMA-DITAM 2020. Association for Computing Machinery (ACM), 3381429. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Dynamic Voltage and Frequency Scaling 100%
  • Models 100%
  • Application 14%
  • Accuracy 14%
  • Static Power 14%
  1 Citation (Scopus)

• Simultaneous drone localisation and wind turbine model fitting during autonomous surface inspection

  Moolan-Feroze, O., Karachalios, K., Nikolaidis, D. & Calway, A., 27 Jan 2020, Proceedings IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019). Institute of Electrical and Electronics Engineers (IEEE), 8 p. (IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Model 100%
  • Position (Location) 100%
  • Inspection 100%
  • Fitting 100%
  • Models 100%
  71 Downloads (Pure)

• Video compression with low complexity CNN-based spatial resolution adaptation

  Zhang, F. & Bull, D. R., 20 Apr 2020, (Accepted/In press) Video compression with low complexity CNN-based spatial resolution adaptation.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  • Video Compression 100%
  • Complexity 100%
  • Spatial Resolution 100%
  • Neural Network 100%
  • Experimental Result 25%
• 2019

  A fine-grained perspective onto object interactions from first-person views

  Damen, D., 25 Feb 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). SciTePress, p. 11-13 3 p. (Advances in Intelligent Systems & Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Focusing 100%
  • Lecture 100%
  • Data Set 100%
  • Camera 100%
  • View 100%
  26 Downloads (Pure)

• A Frame Rate Conversion Method Based on a Virtual Shutter Angle

  Mackin, A., Zhang, A. & Bull, D., 26 Aug 2019, (E-pub ahead of print) 2019 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Frame Rate 100%
  • Rate Conversion 100%
  • Conversion Rate 100%
  • Video Sequences 40%
  • Prediction 20%
  1 Citation (Scopus)

  278 Downloads (Pure)

• A Subjective Comparison of AV1 and HEVC for Adaptive Video Streaming

  Katsenou, A., Zhang, A., Afonso, M. & Bull, D., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP 2019). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Perceived Quality 100%
  • Video Streaming 100%
  • Video Sequences 50%
  • Contexts 50%
  • Subjective Test 50%
  15 Citations (Scopus)

  195 Downloads (Pure)

• A Subjective Study of Viewing Experience for Drone Videos

  Boyle, S., Zhang, A. & Bull, D., 26 Aug 2019, (E-pub ahead of print) 2019 26th IEEE International Conference on Image Processing (ICIP 2019). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Drone 100%
  • Video Sequences 33%
  • Evaluation Result 33%
  • Subjective Test 33%
  • Simulation Engine 33%
  290 Downloads (Pure)

• A Synthetic Video Dataset for Video Compression Evaluation

  Ma, D., Katsenou, A. & Bull, D., 26 Aug 2019, 2019 26th IEEE International Conference on Image Processing (ICIP 2019). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Evaluation 100%
  • Statistics 100%
  • Video Compression 100%
  • References 50%
  • Domains 50%
  4 Citations (Scopus)

  385 Downloads (Pure)

• Automated Map Reading: Image Based Localisation in 2-D Maps Using Binary Semantic Descriptors

  Panphattarasap, P. & Calway, A., Mar 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018): Proceedings of a meeting held 1-5 October 2018, Madrid, Spain. Institute of Electrical and Electronics Engineers (IEEE), p. 6341-6348 8 p. 8594253

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Semantics 100%
  • Descriptors 100%
  • Semantic Feature 40%
  • Urban Environment 20%
  • Experimental Result 20%
  9 Citations (Scopus)

  279 Downloads (Pure)

• Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling

  Mayo, P., Holmes, R. & Achim, A., Jul 2019, Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling. Vol. 2019. p. 454-457 4 p. (Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Classification 100%
  • Dictionary Learning 100%
  • Diagnosis 66%
  • Dictionary 33%
  • Accuracy 33%

• Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs

  Ponce Lopez, V., Burghardt, T., Sun, Y., Hannuna, S., Aldamen, D. & Mirmehdi, M., 2 Sept 2019, International Conference on Image Analysis and Processing: Lecture Notes in Computer Science. Springer, Vol. 11751. p. 488-498 11 p. (Lecture Notes in Computer Science; vol. 11751).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  • Synthesis 100%
  • Person Re-Identification 100%
  • Convolutional Neural Network 66%
  • Application 33%
  • Roles 33%

• DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph

  Smith, R. & Burghardt, T., 14 Feb 2019, Pattern Recognition: 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Brox, T., Bruhn, A. & Fritz, M. (eds.). Springer, Cham, p. 487-502 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11269 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

  Open Access

  File

  • Evaluation 100%
  • Segmentation 100%
  • Detection 100%
  • Potential Application 100%
  • Normalization 100%
  34 Downloads (Pure)