Publications

2024

M. Hassanin, S. Anwar, I. Radwan, F. S. Khan, A. Mian
“Visual Attention Methods in Deep Learning: An In-Depth Survey,”
Information Fusion(IF), 2024.
[BibTeX] [Official PDF] [arXiv]

@article{Hassanin2024attention,
  title={Visual attention methods in deep learning: An in-depth survey},
  author={Hassanin, Mohammed and Anwar, Saeed and Radwan, Ibrahim and Khan, Fahad Shahbaz and Mian, Ajmal},
  journal={Information Fusion},
  pages={102417},
  year={2024},
  publisher={Elsevier}
}

M. H. Asad, S. Anwar and A. Bais
“Improved Crop and Weed Detection with Diverse Data Ensemble Learning in Agriculture,”
IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2024.
[BibTeX] [arXiv]

@InProceedings{asad2024improved,
  title={Improved Crop and Weed Detection with Diverse Data Ensemble Learning in Agriculture},
  author={Asad, Muhammad Hamza and Anwar, Saeed and Bais, Abdul},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  year={2024}
}

Z. Qin, S. Anwar, D. Kim, Y. Liu, P. Ji, and T. Gedeon
“Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions,”
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024.
[BibTeX] [TNNLS] [arXiv] [Project Page]

@article{Qin2024PSGNN,
  author={Zhang, Yiqun and Qin, Zhenyue and Anwar, Saeed and Kim, Dongwoo and Liu, Yang and Ji, Pan and Gedeon, Tom},
  journal={IEEE Transactions on Neural Networks and Learning Systems}, 
  title={Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions}, 
  year={2024},
  volume={},
  number={},
  pages={1-8},
}

A. Munir, A. J. Siddiqui, and S. Anwar
“Investigation of UAV Detection in Images With Complex Backgrounds and Rainy Artifacts,”
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Workshops, 2024.
[BibTeX] [arXiv] [WACV Version] [Project Page]

@article{munir2024investigation,
  title={Investigation of UAV Detection in Images With Complex Backgrounds and Rainy Artifacts},
  author={Munir, Adnan and Siddiqui, Abdul Jabbar and Anwar, Saeed},
  booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
  pages={221--230},
  year={2024}
}

H. Naveed, S. Anwar, M. Hayat, K. Javed, and A. Mian
“Survey: Image Mixing and Deleting for Data Augmentation,”
Journal Engineering Applications of Artificial Intelligence (EAAI), 2024.
[BibTeX] [arXiv] [Project Page]

@article{Humza2023Aug,
  title = {Survey: Image Mixing and Deleting for Data Augmentation},
  author = {Naveed, Humza and Anwar, Saeed and Hayat, Munawar and Javed, Kashif and Mian, Ajmal},  
  publisher = {Journal Engineering Applications of Artificial Intelligence},
  year={2024}
}

2023

S. Anwar, N. Barnes, and L. Petersson
“A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers,”
Electronics, 2023.
[BibTeX] [arXiv] [Electronic Version] [Project Page]

@article{Anwar2023Systematic,
 title={A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers},
 author={Saeed Anwar and Nick Barnes and Lars Petersson},
 journal = {Electronics},
 volume = {12},
 year = {2023},
 number = {23},
 article-number = {4877},
}

H. Naveed, A. U. Khan, S. Qiu, M. Saqib, S. Anwar, M. Usman, N. Barnes, and A. Mian
“A Comprehensive Overview of Large Language Models,”
ArXiv e-prints , 2023.
[BibTeX] [arXiv] [Project Page]

@article{Humza2023LLMs,
  title = {A Comprehensive Overview of Large Language Models},
  author={Humza Naveed and Asad Ullah Khan and Shi Qiu and Muhammad Saqib and Saeed Anwar and Muhammad Usman and Nick Barnes and Ajmal Mian},  
  publisher = {arXiv},
  year={2023}
}

R. Cui, S. Qiu, S. Anwar, J. Liu, C. Xing, J. Zhang and N. Barnes
“P2C: Self-Supervised Point Cloud Completion from Single Partial Clouds,”
IEEE International Conference on Computer Vision (ICCV), 2023
[BibTeX] [arXiv] [ICCV Version] [Project Page]

@InProceedings{Ruikai2023P2C,
author = {Ruikai Cui and Shi Qiu and Saeed Anwar and Jiawei Liu and Chaoyue Xing and Jing Zhang and Nick Barnes},
title = {P2C: Self-Supervised Point Cloud Completion from Single Partial Clouds},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
year = {2023}
}

M. Ibrahim, N. Akhtar, S. Anwar, and A. Mian
“UnLoc: A Universal Localization Method for LiDAR, RADAR and/or Camera Input,”
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.
[BibTeX] [arXiv] [IROS Version] [Project Page]

@article{Ibrahim2023UnLoc,
  title={UnLoc: A Universal Localization Method for LiDAR, RADAR and/or Camera Input},
  author={Ibrahim, Muhammad and Akhtar, Naveed and Anwar, Saeed and Mian, Ajmal},
  journal={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  year={2023}
}

Z. M. Malakan, S. Anwar, G. M. Hassan, and A. Mian
“Sequential Vision to Language as Story: A Storytelling Dataset and Benchmarking,”
IEEE Access , 2023.
[BibTeX] [IEEE Version] [Project Page]

@article{Zainy2023SSID,
  author={Malakan, Zainy M. and Anwar, Saeed and Hassan, Ghulam Mubashar and Mian, Ajmal},
  journal={IEEE Access}, 
  title={Sequential Vision to Language as Story: A Storytelling Dataset and Benchmarking}, 
  year={2023},
  volume={},
  number={},
  pages={1-1},
  doi={10.1109/ACCESS.2023.3293646}}

M. Ibrahim, N. Akhtar, S. Anwar, and A. Mian
“SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation,”
IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2023.
[BibTeX] [arXiv] [Project Page]

@article{Ibrahim2023SAT3D,
  title={SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation},
  author={Ibrahim, Muhammad and Akhtar, Naveed and Anwar, Saeed and Mian, Ajmal},
  journal={IEEE Transactions on Intelligent Transportation Systems (T-ITS)},
  year={2023}
}

M. Ibrahim, N. Akhtar, S. Anwar, M. Wise and A. Mian
“Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps,”
IEEE International Conference on Robotics and Automation (ICRA), 2023.
[BibTeX] [arXiv] [Project Page]

@article{Ibrahim2023slice,
  title={Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps},
  author={Ibrahim, Muhammad and Akhtar, Naveed and Anwar, Saeed and Wise, Michael and Mian, Ajmal},
  journal={IEEE International Conference on Robotics and Automation (ICRA)},
  year={2023}
}

J Hong, S Qiu, W Li, S Anwar, M Harandi, N Barnes, L Petersson
“PointCaM: Cut-and-Mix for Open-Set Point Cloud Analysis,”
ArXiv e-prints , 2023.
[BibTeX] [arXiv] [Project Page]

@article{hong2022pointcam,
  title={PointCaM: Cut-and-Mix for Open-Set Point Cloud Analysis},
  author={Hong, Jie and Qiu, Shi and Li, Weihao and Anwar, Saeed and Harandi, Mehrtash and Barnes, Nick and Petersson, Lars},
  journal={arXiv preprint arXiv:2212.02011},
  year={2022}
}

2022

Y. Liu, S. Anwar, Z. Qin, P. Ji, S. Caldwell and T. Gedeon
“Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network,”
Sensors, 2022.
[BibTeX] [Official PDF] [arXiv] [Project Page]

@article{Liu2022FDN,
  title={Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network},
  author={Liu, Yang and Anwar, Saeed and Qin, Zhenyue and Ji, Pan and Caldwell, Sabrina and Gedeon, Tom},
  journal = {Sensors},
  volume = {22},
  year = {2022},
  number = {24},
  article-number = {9844},
  PubMedID = {36560213},
  issn = {1424-8220}
}

R. Cui, S. Qiu, S. Anwar, J. Zhang and N. Barnes
“Energy-Based Residual Latent Transport for Unsupervised Point Cloud Completion,”
British Machine Vision Conference(BMVC), 2022.
[BibTeX] [BMVC] [Supp] [arXiv] [Poster] [Video] [Project Page]

@InProceedings{Ruikai2022EBM,
      title={Energy-Based Residual Latent Transport for Unsupervised Point Cloud Completion}, 
      author={Ruikai Cui and Shi Qiu and Saeed Anwar and Jing Zhang and Nick Barnes},
      booktitle={British Machine Vision Conference (BMVC)},
      year={2022}
}

S. Qiu, S. Anwar and N. Barnes
“PU-Transformer: Point Cloud Upsampling Transformer,”
Asian Conference on Computer Vision (ACCV), 2022.
[BibTeX] [ACCV] [arXiv] [Supp] [Poster] [PPT] [Project Page]

@InProceedings{Shi2021PUTransformer,
      title={PU-Transformer: Point Cloud Upsampling Transformer}, 
      author={Shi Qiu and Saeed Anwar and Nick Barnes},
      booktitle={ACCV},
      year={2022}
}

Z. Qin, Y. Liu, P. Ji, D. Kim, L. Wang, B. McKay, S. Anwar and T. Gedeon
“Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition,”
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.
[BibTeX] [arXiv] [Project Page]

@article{qin2022leveraging,
  title={Leveraging Third-Order Features in Skeleton-Based Action Recognition},
  author={Qin, Zhenyue and Liu, Yang and Ji, Pan and Kim, Dongwoo and Wang, Lei and McKay, Bob and Anwar, Saeed and Gedeon, Tom},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2022}
}

A. Anwar, H. Anwar, and S. Anwar
“Towards Low-Cost Classification for Novel Fine-Grained Datasets,”
Electronics, 2022.
[BibTeX] [Official PDF] [Project Page]

@article{Anwar2022lowCost,
  title={Towards Low-Cost Classification for Novel Fine-Grained Datasets},
  author={Anwar, Abbas and Anwar, Hafeez and Anwar, Saeed},
  journal={Electronics},
  year={2022}
}

J. Han, M. Shoeiby, T. Malthus, E. Botha, J. Anstee, S. Anwar, R. Wei, M. A. Armin, H. Li, and L. Petersson
“Underwater Image Restoration via Contrastive Learning and a Real-world Dataset,”
Remote Sensing (RS), 2022
[BibTeX] [Official PDF] [arXiv] [Project Page]

@article{Han2022CWR,
      title={Underwater Image Restoration via Contrastive Learning and a Real-world Dataset}, 
      author={Junlin Han and Mehrdad Shoeiby and Tim Malthus and Elizabeth Botha and Janet Anstee and Saeed Anwar and Ran Wei and Mohammad Ali Armin and Hongdong Li and Lars Petersson},
      journal={Remote Sensing},
      year={2022}
}

Z. Qin, P. Ji, D. Kim, Y. Liu, S. Anwar, and T. Gedeon
“Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns,”
European Conference on Computer Vision Workshops (ECCVw), 2022.
[BibTeX] [Official PDF] [arXiv] [Project Page]

@InProceedings{Qin2022Strengthening,
  title={Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns},
  author={Qin, Zhenyue and Kim, Dongwoo and Liu, Yang and Anwar, Saeed and Gedeon, Tom},
  booktitle={European Conference on Computer Vision Workshops},
  year={2022}
}

M. Saqib, A. Anwar, S. Anwar, L. Petersson, N. Sharma, and M. Blumenstein
“COVID19 detection from Radiographs: Is Deep Learning able to handle the crisis?,”
Signals, 2022.
[BibTeX] [Official PDF] [arXiv] [Project Page]

@article{Anwar2022COVID19Detect,
  title={COVID-19 Detection from Radiographs: Is Deep Learning Able to Handle the Crisis?},
  author={Saqib, Muhammad and Anwar, Abbas and Anwar, Saeed and Petersson, Lars and Sharma, Nabin and Blumenstein, Michael},
  journal={Signals},
  volume={3},
  number={2},
  pages={296--312},
  year={2022}
}

Z. Qin, Y. Liu, M. Perera, T. Gedeon, P. Ji, D. Kim, S. Anwar
“ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark,”
ArXiv e-prints, 2022.
[BibTeX] [arXiv] [Project Page]

@article{Qin2022ANUBIS,
  title={ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark},
  author={Qin, Zhenyue and Liu, Yang and Perera, Madhawa and Gedeon, Tom and Ji, Pan and Kim, Dongwoo and Anwar, Saeed},
  journal={arXiv preprint arXiv:2205.02071},
  year={2022}
}

C. Guo, Q. Yan, S. Anwar, R. Cong, W. Ren, and C. Li
“Image Dehazing Transformer with Transmission-Aware 3D Position Embedding,”
IEEE Computer Vision and Pattern Recognition (CVPR), 2022.
[BibTeX] [CVPR] [Project Page]

@InProceedings{Chunle2022Dehaze,
    author    = {Guo, Chun-Le and Yan, Qixin and Anwar, Saeed and Cong, Runmin and Ren, Wenqi and Li, Chongyi},
    title     = {Image Dehazing Transformer With Transmission-Aware 3D Position Embedding},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2022},
    pages     = {5812-5820}
}

T. Hussain, A. Anwar, S. Anwar, L. Petersson, S. W. Baik
“Pyramidal Attention for Saliency Detection,”
IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2022.
[BibTeX] [CVPR] [arXiv] [Project Page]

@InProceedings{Hussain2022Pyramidal,
    author    = {Hussain, Tanveer and Anwar, Abbas and Anwar, Saeed and Petersson, Lars and Baik, Sung Wook},
    title     = {Pyramidal Attention for Saliency Detection},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month     = {June},
    year      = {2022},
    pages     = {2878-2888}
}

Y. Liang, S. Anwar, Y. Liu
“DRT: A Lightweight Single Image Deraining Recursive Transformer,”
IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2022.
[BibTeX] [CVPR] [arXiv] [Project Page]

@InProceedings{Hussain2022Pyramidal,
    author    = {Liang, Yuanchu and Anwar, Saeed and Liu, Yang},
    title     = {DRT: A Lightweight Single Image Deraining Recursive Transformer},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month     = {June},
    year      = {2022},
    pages     = {589-598}
}

K. Lu, N. Barnes, S. Anwar and L. Zheng
“Depth Completion Auto-Encoder,”
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2022.
[BibTeX] [WACV]

@InProceedings{Lu2022DA,
    author    = {Lu, Kaiyue and Barnes, Nick and Anwar, Saeed and Zheng, Liang},
    title     = {Depth Completion Auto-Encoder},
    booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops},
    month     = {January},
    year      = {2022},
    pages     = {63-73}
}

M. Tahir*, S. Anwar*, A. Mian, and A. W. Muzaffar
“Deep localization of protein structures in fluorescence microscopy images,”
Neural Computing and Applications (NCAA) , 2022.
[BibTeX] [NCAA] [arXiv] [Project Page]

@article{Anwar2021PLCNN,
  title={Deep localization of protein structures in fluorescence microscopy images},
  author={Tahir, Muhammad and Anwar, Saeed and Mian, Ajmal and Muzaffar, Abdul W.},
  journal={Neural Computing and Applications},
  year={2022},
  publisher={Springer}
}

M. Usama, H. Anwar, A. Anwar, and S. Anwar
“Vehicle and License Plate Recognition with Novel Dataset for Toll Collection,”
ArXiv e-prints , 2022.
[BibTeX] [arXiv] [Project Page]

@InProceedings{Usama2022VTLPR,
      title={Vehicle and License Plate Recognition with Novel Dataset for Toll Collection}, 
      author={Muhammad Usama and Hafeez Anwar and Abbas Anwar and Saeed Anwar},
      year={2022},
      eprint={2202.05631},
      archivePrefix={arXiv},
      primaryClass={eess.IV}
}

2021

S. Qiu, S. Anwar, and N. Barnes
“PnP-3D: A Plug-and-Play for 3D Point Clouds,”
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
[BibTeX] [TPAMI] [arXiv] [Project Page]

@article{Qiu2021PnP3D,
      title={PnP-3D: A Plug-and-Play for 3D Point Clouds}, 
      author={Shi Qiu and Saeed Anwar and Nick Barnes},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
      year={2021}
}

S. Anwar, N. Barnes, and L. Petersson
“Attention Based Real Image Restoration,”
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021.
[BibTeX] [PDF] [Supp] [arXiv] [Project Page]

@article{Anwar2021R2NET,
    title={Attention Based Real Image Restoration},
    author={Saeed Anwar and Nick Barnes and Lars Petersson},
    journal={Transactions on Neural Networks and Learning Systems},
    year={2021},
    publisher={IEEE}
}

S. Qiu, Y. Wu, S. Anwar, and C. Li
“Investigating Attention Mechanism in 3D Point Cloud Object Detection,”
IEEE International Conference on 3D Vision (3DV), 2021.
[BibTeX] [3DV PDF] [arXiv] [Poster] [Project Page]

@inproceedings{Qiu2021Att3Ddetection,
      title={Investigating Attention Mechanism in 3D Point Cloud Object Detection}, 
      author={Shi Qiu and Yunfan Wu and Saeed Anwar and Chongyi Li},
      year={2021},
      booktitle={International Conference on 3D Vision (3DV)},
      organization={IEEE}
}

H. Ullah, K. Muhammad, M. Irfan, S. Anwar, M. Sajjad, S. Imran, and V. H. C. D. Albuquerque
“Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing,”
IEEE Transactions on Image Processing (TIP), 2021.
[BibTeX] [TIP PDF] [Project Page]

@article{Hayat2021DehazeNet,
   author = {Ullah, Hayat and Muhammad, Khan and Irfan, Muhammad and Anwar, Saeed and Sajjad, Muhammad and Imran, Shariq and  De Albuquerque, Victor Hugo C.},
   title = {Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing},
   journal ={Transactions on Image Processing},
   year={2021},
   organization={IEEE}
}

M. Tahir, and S. Anwar
“Transformers in Pedestrian Image Retrieval and Person Re-Identification in a Multi-Camera Surveillance System,”
Applied Sciences (AS), 2021.
[BibTeX] [Official PDF] [Project Page]

@article{Tahir2021ReID,
AUTHOR = {Tahir, Muhammad and Anwar, Saeed},
TITLE = {Transformers in Pedestrian Image Retrieval and Person Re-Identification in a Multi-Camera Surveillance System},
JOURNAL = {Applied Sciences},
VOLUME = {11},
YEAR = {2021},
NUMBER = {19},
ARTICLE-NUMBER = {9197},
ISSN = {2076-3417},
}

S. Qiu, S. Anwar and N. Barnes
“Geometric Back-Projection Network for Point Cloud Classification,”
IEEE Transaction on MultiMedia (TMM), 2021.
[BibTeX] [Official PDF] [arXiv] [PPT] [Project Page]

@article{qiu2021geometric,
    title={Geometric Back-Projection Network for Point Cloud Classification},
    author={Shi Qiu and Saeed Anwar and Nick Barnes},
    journal = {IEEE Transaction on MultiMedia},
    year={2021}
}

J. Zhang, D.P. Fan, Y. Dai, S. Anwar, F.S. Saleh, S. Aliakbarian and N. Barnes
“Uncertainty Inspired RGB-D Saliency Detection,”
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
[BibTeX] [TPAMI PDF] [Project Page]

@article{Jing2021uncertainty,
  title={Uncertainty Inspired RGB-D Saliency Detection},
  author={Zhang, Jing and Fan, Deng-Ping and Dai, Yuchao and Anwar, Saeed and Saleh, Fatemeh and Aliakbarian, Sadegh and Barnes, Nick},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2021}
}

C. Li, S. Anwar, J. Hou, R. Cong, C. Guo and W. Ren
“Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding,”
IEEE Transactions on Image Processing (TIP), 2021.
[BibTeX] [TIP PDF] [arXiv] [Code] [Project Page]

@article{Chongyi2021MultiColor,
title  = {Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding},
author = {Li, Chongyi and  Anwar, Saeed and Hou, Junhui and Cong, Runmin and Guo, Chunle and Ren, Wenqi},
journal	= {IEEE Transactions on Image Processing (TIP)},
year	= {2021},
}

S. Qiu, S. Anwar and N. Barnes
“Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion,”
IEEE Computer Vision and Pattern Recognition (CVPR), 2021.
[BibTeX] [CVPR PDF] [Supp] [arXiv+Supp] [Poster] [PPT] [Project Page]

@InProceedings{QIU2021BAAF,
    author    = {Qiu, Shi and Anwar, Saeed and Barnes, Nick},
    title     = {Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion},
    booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    year      = {2021},
}

Y. Liu, Z. Qin, S. Anwar, P. Ji, D. Kim, S. Cadwell and T. Gedeon
“Invertible Denoising Network: A Light Solution for Real Noise Removal,”
IEEE Computer Vision and Pattern Recognition (CVPR), 2021.
[BibTeX] [CVPR PDF] [arXiv] [Project Page]

@article{Yang2020InvDN,
  author = {Liu, Yang and Qin, Zhenyue and Anwar, Saeed and Ji, Pan and Kim, Dongwoo and Cadwell, Sabrina and Gedeon, Tom },
  title = {Invertible Denoising Network: A Light Solution for Real Noise Removal},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021}
}

J. Han, M. Shoeiby, T. Malthus, E. Botha, J. Anstee, S. Anwar, R. Wei, L. Petersson, M. A. Armin
“ Single Underwater Image Restoration by contrastive learning,”
International Geoscience and Remote Sensing Symposium (IGARSS), Oral, 2021.
[BibTeX] [Official PDF] [arXiv] [Project Page]

@article{Han2020CWR,
  author = {Han, Junlin and Shoeiby, Mehrdad and Malthus, Tim and Botha, Elizabeth and Anstee, Janet and  Anwar, Saeed  and Wei, Ran and Petersson, Lars  and Armin, Mohammad Ali 
},
  title = {Single Underwater Image Restoration by contrastive learning},
  booktitle = {International Geoscience and Remote Sensing Symposium (IGARSS)},
  year = {2021}
}

M. Shoeiby, S. Aliakbarian, S. Anwar and L. Petersson
“Multi-FAN: Multi-Spectral Mosaic Super-Resolution Via Multi-Scale Feature Aggregation Network,”
Machine Vision and Applications (MVA), 2021.
[BibTeX] [Official PDF] [arXiv]

@article{Shoeiby2021multiSR,
  title={Multi-FAN: Multi-Spectral Mosaic Super-Resolution Via Multi-Scale Feature Aggregation Network},
  author={Shoeiby, Mehrdad and Aliakbarian, Sadegh and Anwar, Saeed and Petersson, Lars},
  journal={ Machine Vision and Applications},
  year={2021}
}

T. Hussain, S. Anwar, A. Ullah, K. Muhammad and S. W. Baik
“Densely Deformable Efficient Salient Object Detection Network,”
ArXiv e-prints , 2021.
[BibTeX] [arXiv] [Project Page]

@InProceedings{Tan2021DDNET,
      title={Densely Deformable Efficient Salient Object Detection Network}, 
      author={Tanveer Hussain and Saeed Anwar and Amin Ullah and Khan Muhammad and Sung Wook Baik},
      year={2021},
      eprint={2102.06407},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

H. Anwar*, S. Anwar*, S. Zambanini and F. Porikli
“Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention,”
Pattern Recognition (PR), 2021.
[BibTeX] [PR PDF] [arXiv] [Project Page]

@article{Anwar2021CoinNet,
title = {Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention},
journal = {Pattern Recognition},
pages = {107871},
year = {2021},
issn = {0031-3203},
doi = {https://doi.org/10.1016/j.patcog.2021.107871},
url = {https://www.sciencedirect.com/science/article/pii/S0031320321000583},
author = {Hafeez Anwar and Saeed Anwar and Sebastian Zambanini and Fatih Porikli},
}

S. Anwar, Z. Hayder and F. Porikli
“Deblur and Deep Depth from a Defocus Image,”
Machine Vision and Applications (MVA), 2021.
[BibTeX] [Official PDF] [arXiv] [Code]

@article{Anwar2021DefocusMVA,
  title={Deblur and deep depth from single defocus image},
  author={Anwar, Saeed and Hayder, Zeeshan and Porikli, Fatih},
  journal={Machine Vision and Applications},
  volume={32},
  number={1},
  pages={1--13},
  year={2021},
  publisher={Springer}
}

S. Qiu, S. Anwar and N. Barnes
“Dense-Resolution Network for Point Cloud Classification and Segmentation,”
IEEE Winter Conference on Applications of Computer Vision (WACV), 2021.
[BibTeX] [WACV PDF] [WACV Supp] [arXiv] [Video] [PPT] [Project Page]

@InProceedings{QIU2021DRNET,
    author    = {Qiu, Shi and Anwar, Saeed and Barnes, Nick},
    title     = {Dense-Resolution Network for Point Cloud Classification and Segmentation},
    booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
    month     = {January},
    year      = {2021},
    pages     = {3813-3822}
}

2020

S. Anwar, and N. Barnes
“Densely Residual Laplacian Super-Resolution,”
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
[BibTeX] [TPAMI PDF] [TPAMI Supp] [arXiv] [Project Page]

@article{Anwar2020DRLN,
  author = {Anwar, Saeed and Barnes, Nick},
  title = {Densely Residual Laplacian Super-Resolution},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {2020}
}

S. Anwar, M. Tahir, C. Li, A. Mian, F. S. Khan, A. W. Muzaffar
“Image Colorization: A Survey and Dataset,”
ArXiv e-prints , 2020.
[BibTeX] [ArXiv] [Project Page]

@article{Anwar2020ColorSurvey,
  title={Image Colorization: A Survey and Dataset},
  author={Anwar, Saeed and Tahir, Muhammad and Li, Chongyi and Mian, Ajmal and Khan, Fahad Shahbaz and Muzaffar, Abdul Wahab},
  journal={arXiv preprint arXiv:2008.10774},
  year={2020}
}

S. Anwar, and C. Li
“ Diving Deeper into Underwater image enhancement: A survey,”
Signal Processing: Image Communication (SPIC), 2020.
[BibTeX] [Official PDF] [arXiv] [Project Page]

@article{Anwar2020UWESurvey,
  title = "Diving deeper into underwater image enhancement: A survey",
  journal = "Signal Processing: Image Communication",
  volume = "89",
  pages = "115978",
  year = "2020",
  issn = "0923-5965",
  doi = "https://doi.org/10.1016/j.image.2020.115978",
  url = "http://www.sciencedirect.com/science/article/pii/S0923596520301478",
  author = "Saeed Anwar and Chongyi Li",
}

Y. Liu, Z. Qin, S. Anwar, S. Caldwell, and T. Gedeon
“Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable,”
International Conference on Neural Information Processing (ICONIP), Oral, 2020.
[BibTeX] [Official PDF] [Project Page]

@article{Yang2020Glow,
  author = {Liu, Yang and Qin, Zhenyue and Anwar, Saeed  and Caldwell, Sabrina  and Gedeon, Tom },
  title = {Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable},
  booktitle={International Conference on Neural Information Processing},  
  year = {2020}
}

J. Xu, S. Anwar, N. Barnes, F. Grimpen, O. Salvado, S. Anderson and M. A. Armin
“OfGAN: Realistic Rendition of Synthetic Colonoscopy Videos,”
Medical Image Computing and Computer Assisted Interventions (MICCAI), Oral, 2020.
[BibTeX] [Official PDF]

@InProceedings{Xu2020OfGAN,
 author="Xu, Jiabo and Anwar, Saeed and Barnes, Nick and Grimpen, Florian and Salvado, Olivier and Anderson, Stuart and Armin, Mohammad Ali",
 title="OfGAN: Realistic Rendition of Synthetic Colonoscopy Videos",
 booktitle="Medical Image Computing and Computer Assisted Intervention (MICCAI)",
 year="2020",
 publisher="Springer International Publishing",
 address="Cham",
 pages="732--741",
 isbn="978-3-030-59716-0"
}

S. Anwar, S. Khan and N. Barnes
“A Deep Journey into Super-resolution: A survey,”
ACM Computing Surveys (CSUR), 2020.
[BibTeX] [CSUR PDF] [arXiv] [Project Page]

@article{Anwar2020Survey,
  author = {Anwar, Saeed and Khan, Salman and Barnes, Nick},
    title = {A Deep Journey into Super-resolution: A survey},
    journal={ACM Computing Surveys (CSUR)},
    volume={},
    number={},
    pages={},
    year={2020},
    publisher={ACM New York, NY, USA}
}

J. Zhang, D.P. Fan, Y. Dai, S. Anwar, F.S. Saleh, T. Zhang and N. Barnes
“UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders,”
IEEE Computer Vision and Pattern Recognition (CVPR), Oral, 2020. [Best Paper nominated in CVPR]
[BibTeX] [CVPR PDF] [Project Page]

@InProceedings{Jing2020UCNET,
author = {Zhang, Jing and Fan, Deng-Ping and Dai, Yuchao and Anwar, Saeed and Saleh, Fatemeh Sadat and Zhang, Tong and Barnes, Nick},
title = {UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2020}
}

K. Lu, N. Barnes, S. Anwar and L. Zheng
“From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction,”
IEEE Computer Vision and Pattern Recognition (CVPR), 2020.
[BibTeX] [CVPR PDF] [Video]

@InProceedings{Kaiyue2020Depth,
author = {Lu, Kaiyue and Barnes, Nick and Anwar, Saeed and Zheng, Liang},
title = {From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2020}
}

S. Anwar, C. P. Huynh and F. Porikli
“Identity Enhanced Image Denoising,”
IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2020.
[BibTeX] [CVPR PDF] [ArXiV] [CVPR Supp] [Code]

@InProceedings{Anwar2020IERD,
    author = {Anwar, Saeed and Phuoc Huynh, Cong and Porikli, Fatih},
    title = {Identity Enhanced Residual Image Denoising},
    booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month = {June},
    year = {2020}
}

Y. Liu, S. Anwar and L. Zheng
“GradNet Image Denoising,”
IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), 2020.
[BibTeX] [CVPR PDF] [CVPR Supp] [Code]

@InProceedings{Yang2020GradNet,
    author = {Liu, Yang and Anwar, Saeed and Zheng, Liang and Tian, Qi},
    title = {GradNet Image Denoising},
    booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month = {June},
    year = {2020}
}

M. Shoeiby, M. A. Armin, S. Aliakbarian, S. Anwar and L. petersson
“Mosaic Super-resolution via Sequential Feature Pyramid Networks,”
IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), Oral, 2020.
[BibTeX] [CVPR PDF] [arXiv]

@InProceedings{Mehrdad2019SR,
     author = {Shoeiby, Mehrdad and Armin, Ali and Aliakbarian, Sadegh and Anwar, Saeed and Petersson, Lars},
     title = {Mosaic Super-Resolution via Sequential Feature Pyramid Networks},
     booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
     month = {June},
     year = {2020}
}

2019 and Earlier

S. Anwar and N. Barnes
“Real Image Denoising with Feature Attention,”
IEEE International Conference on Computer Vision (ICCV), Oral, 2019
[BibTeX] [ICCV PDF] [ICCV Supp] [Project Page]

@InProceedings{Anwar2019RIDNET,
author = {Anwar, Saeed and Barnes, Nick},
title = {Real Image Denoising With Feature Attention},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {October},
year = {2019}
}

S. Anwar, C. Li and F. Porikli
“Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement,”
Pattern Recognition (PR), 2019. [ESI Highly Cited][Best Paper Honorable Mention]
[BibTeX] [PR Version] [arXiv] [Project Page]

@article{Anwar2019UWE,
  title={Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement},
  author={Li, Chongyi and Anwar, Saeed},
  journal={Pattern Recognition},
  pages={107038},
  year={2019},
  publisher={Elsevier}
}

S. Anwar, C. P. Huynh and F. Porikli
“Image Deblurring with a Class-Specific Prior,”
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.
[BibTeX] [TPAMI PDF] [TPAMI Supp] [Code]

@article{Anwar2018PAMI,
  author = {Anwar, Saeed and Huynh, Cong P. and Porikli, Fatih },
  title = {Image Deblurring with a Class-Specific Prior},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {2018}
}

S. Anwar, F. Porikli and C. P. Huynh
“Category-Specific Object Image Denoising,”
IEEE Transactions in Image Processing (TIP), 2017.
[BibTeX] [TIP PDF] [Code]

@article{Anwar2017category,
	title	={Category-specific object image denoising},
	author	={Anwar, Saeed and Porikli, Fatih and Huynh, Cong Phuoc},
	journal	={IEEE Transactions on Image Processing},
	volume	={26},
	number	={11},
	pages	={5506--5518},
	year	={2017},
	publisher={IEEE}
}

S. Anwar, C. P. Huynh and F. Porikli
“Combined Internal and External Category-Specific Image Denoising,”
British Machine Vision Conference (BMVC), 2017.
[BibTeX] [BMVC PDF] [Code]

@article{Anwar2017internalnoise,
  author = {Anwar, Saeed and Huynh, Cong P. and Porikli, Fatih },
  title = {Combined Internal and External Category-Specific Image Denoising},
  journal = {British Machine Vision Conference},
  year = {2017}
}

S. Anwar, Z Hayder and F. Porikli
“Depth Estimation and Blur Removal from a Single Out-of-focus Image,”
British Machine Vision Conference (BMVC), Oral, 2017.
[BibTeX] [BMVC PDF] [Code]

@article{Anwar2017depth,
  author = {Anwar, Saeed and Hayder, Zeeshan and Porikli, Fatih },
  title = {Depth Estimation and Blur Removal from a Single Out-of-focus Image},
  journal = {British Machine Vision Conference},
  year = {2017}
}

S. Anwar, C. P. Huynh and F. Porikli
“Class-specific image deblurring,”
IEEE International Conference on Computer Vision (ICCV), 2015.
[BibTeX] [ICCV PDF] [Code]

@inproceedings{anwar2015class,
  title={Class-specific image deblurring},
  author={Anwar, Saeed and Phuoc Huynh, Cong and Porikli, Fatih},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  pages={495--503},
  year={2015}
}

M Farooq, S Anwar and S Khan
“Fast mean shift and particle filtering based visual human tracking,”
IEEE Multitopic Conference(INMIC), 2009.
[BibTeX] [PDF]

@inproceedings{farooq2009fast,
  title={Fast mean shift and particle filtering based visual human tracking},
  author={Farooq, Muhammad and Anwar, Saeed and Khan, Sharif},
  booktitle={Multitopic Conference, INMIC 2009. IEEE 13th International},
  pages={1--5},
  year={2009}
}

PhD Thesis

S. Anwar
“Data-Driven Image Restoration,”
The Australian National University, Australia (ANU)
[BibTeX] [PDF]

@phdthesis{anwarthesis,
  title={Data-Driven Image Restoration},
  author={Anwar, Saeed},
  school={The Australian National University (Australia) },
  year={2018}
}