Publications

@InProceedings{Numair2025MaskAdapt,
    author    = {Nadeem, Numair and Asad, Muhammad Hamza and Anwar, Saeed and Bais, Abdul},
    title     = {MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using Multimodal Contextual Learning and RGB-Depth Masking},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month     = {June},
    year      = {2025},

@article{Usama2025VTLPR,
     title={Vehicle and License Plate Recognition with Novel Dataset for Toll Collection}, 
     author={Muhammad Usama and Hafeez Anwar and Abbas Anwar and Saeed Anwar},
     journal={Pattern Analysis and Applications},
     year={2024},
     publisher={Springer}
}

@article{hasanaath2025fsbi,
  title={FSBI: Deepfake detection with frequency enhanced self-blended images},
  author={Hasanaath, Ahmed Abul and Luqman, Hamzah and Katib, Raed and Anwar, Saeed},
  journal={Image and Vision Computing},
  pages={105418},
  year={2025},
  publisher={Elsevier}
}

@article{Asma2025RDD4D,
      title={RDD4D: 4D Attention-Guided Road Damage Detection And Classification}, 
      author={Asma Alkalbani and Muhammad Saqib and Ahmed Salim Alrawahi and Abbas Anwar and Chandarnath Adak and Saeed Anwar},
      year={2025},
      eprint={2501.02822},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2501.02822}, 
}

@article{Anwar2025ColorSurvey,
  title={Image Colorization: A Survey and Dataset},
  author={Saeed Anwar and Muhammad Tahir and Chongyi Li and Ajmal Mian and Fahad Shahbaz Khan and Abdul Wahab Muzaffar},
  journal={Information Fusion},
  year={2025},
  volume = {114},
  pages = {102720},
  year = {2025},
  issn = {1566-2535},
  publisher={Elsevier}
}

@article{he2025DL3D,
  title = {Deep learning based 3D segmentation in computer vision: A survey},
  author = {Yong He and Hongshan Yu and Xiaoyan Liu and Zhengeng Yang and Wei Sun and Saeed Anwar and Ajmal Mian},
  journal = {Information Fusion},
  volume = {115},
  pages = {102722},
  year = {2025},
  issn = {1566-2535},
  publisher={Elsevier}
}

@InProceedings{Qian2024AllWeatherNet,
  title={AllWeather-Net: Unified Image Enhancement for Autonomous Driving Under Adverse Weather and Low-Light Conditions}, 
  author={Chenghao Qian and Mahdi Rezaei and Saeed Anwar and Wenjing Li and Tanveer Hussain and Mohsen Azarmi and Wei Wang},
  booktitle={International Conference on Pattern Recognition (ICPR)},
  year={2024},
  organization={IEEE}
}

@InProceedings{Usman2024Sketchto3D,
  author={Usman, Muhammad and Almulhim, Abdullah and Alaseri, Mohammad and Alzahran, Mona and Luqman, Hamzah and Anwar, Saeed},
  booktitle={International Conference on Digital Image Computing: Techniques and Applications (DICTA)}, 
  title={Sketch–to–3D: Transforming Hand-Sketched Floorplans into 3D Layouts}, 
  pages={359-366},
  year={2024}
}

@InProceedings{Alzahrani20243DObject,
 author={Alzahrani, Mona and Usman, Muhammad and Alharbi, Randah and Anwar, Saeed and Mian, Ajmal and Helmy, Tarek},
  booktitle={International Conference on Digital Image Computing: Techniques and Applications (DICTA)}, 
  title={3D Object Classification with Selective Multi-View Fusion and Shape Rendering}, 
  pages={351-358},
  year={2024}
}

@Article{Cui2024numgrad,
      title={NumGrad-Pull: Numerical Gradient Guided Tri-plane Representation for Surface Reconstruction from Point Clouds}, 
      author={Ruikai Cui and Shi Qiu and Jiawei Liu and Saeed Anwar and Nick Barnes},
      year={2024},
      eprint={2411.17392},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2411.17392}, 
}

@Article{Munir2024drones,
  AUTHOR = {Munir, Adnan and Siddiqui, Abdul Jabbar and Anwar, Saeed and El-Maleh, Aiman and Khan, Ayaz H. and Rehman, Aqsa},
  TITLE = {Impact of Adverse Weather and Image Distortions on Vision-Based UAV Detection: A Performance Evaluation of Deep Learning Models},
  JOURNAL = {Drones},
  VOLUME = {8},
  YEAR = {2024},
  NUMBER = {11},
  ARTICLE-NUMBER = {638}
}

@inproceedings{Islam2024loli,
      title={LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond}, 
      author={Md Tanvir Islam and Inzamamul Alam and Simon S. Woo and Saeed Anwar and IK Hyun Lee and Khan Muhammad},
      booktitle={Proceedings of the Asian Conference on Computer Vision (ACCV)},
      year={2024}
}

@inproceedings{Zhe2024Cefdet,
  title={Cefdet: Cognitive Effectiveness Network Based on Fuzzy Inference for Action Detection}, 
  author={Zhe Luo and Weina Fu and Shuai Liu and Saeed Anwar and Muhammad Saqib and Sambit Bakshi and Khan Muhammad},
  booktitle={Proceedings of the 32nd ACM International Conference on Multimedia},
  year={2024},
  doi = {10.1145/3664647.3681226}
}

@inproceedings{Islam2024HazeSpace2M,
  title={HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing},
  author={Islam, Md Tanvir and Rahim, Nasir and Anwar, Saeed and Saqib Muhammad and Bakshi, Sambit and Muhammad, Khan},
  booktitle={Proceedings of the 32nd ACM International Conference on Multimedia},
  year={2024},
  doi = {10.1145/3664647.3681382}
}

@InProceedings{Ullah2024Detection,
  author={Ullah, Fath U Min and Khan, Zulfiqar Ahmad and Baik, Sung Wook and Talavera, Estefania and Anwar, Saeed and Muhammad, Khan},
  booktitle={IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)}, 
  title={Dual Deep Learning Network for Abnormal Action Detection}, 
  year={2024},
  pages={1-8},
}

@InProceedings{Alsaafin2024NRIQA,
  title={Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality Assessment}, 
  author={Mohammed Alsaafin and Musab Alsheikh and Saeed Anwar and Muhammad Usman},
  booktitle={International conference on image processing (ICIP)},
  year={2024},
  organization={IEEE}
}

@article{alzahrani20243DSurvey,
      title={Deep Models for Multi-View 3D Object Recognition: A Review}, 
      author={Mona Alzahrani and Muhammad Usman and Salma Kammoun and Saeed Anwar and Tarek Helmy},
      journal={Artificial Intelligence Review},
      volume={},
      pages={},
      year={2024},
      publisher={Springer}
}

@InProceedings{Alzahrani2024Selective,
    author    = {Alzahrani, Mona and Usman, Muhammad and Anwar, Saeed and Helmy, Tarek},
    title     = {Selective Multi-View Deep Model for 3D Object Classification},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month     = {June},
    year      = {2024},
    pages     = {728-736}
}

@InProceedings{asad2024improved,
    author    = {Asad, Muhammad Hamza and Anwar, Saeed and Bais, Abdul},
    title     = {Improved Crop and Weed Detection with Diverse Data Ensemble Learning},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month     = {June},
    year      = {2024},
    pages     = {5336-5345}

@article{rahman2024defan,
      title={DefAn: Definitive Answer Dataset for LLMs Hallucination Evaluation}, 
      author={A B M Ashikur Rahman and Saeed Anwar and Muhammad Usman and Ajmal Mian},
      year={2024},
      eprint={2406.09155},
      archivePrefix={arXiv},
}

@article{bajbaa2024birdseye,
      title={Bird's-Eye View to Street-View: A Survey}, 
      author={Khawlah Bajbaa and Muhammad Usman and Saeed Anwar and Ibrahim Radwan and Abdul Bais},
      year={2024},
      eprint={2405.08961},
      archivePrefix={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}
}

@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},
}

@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}
}

@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}
}

@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},
}

@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}
}

@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}
}

@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}
}

@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}}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@InProceedings{Shi2021PUTransformer,
      title={PU-Transformer: Point Cloud Upsampling Transformer}, 
      author={Shi Qiu and Saeed Anwar and Nick Barnes},
      booktitle={Proceedings of the Asian Conference on Computer Vision (ACCV)},
      pages={2475--2493},
      year={2022}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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},
}

@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}
}

@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}
}

@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},
}

@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},
}

@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}
}

@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}
}

@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}
}

@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}
}

@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},
}

@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}
}

@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}
}

@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}
}

@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",
}

@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}
}

@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"
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

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