Publications

@inproceedings{Ibrahim2025MuStD,
  title={Multistream Network for LiDAR and Camera-based 3D Object Detection in Outdoor Scenes},
  author={Ibrahim, Muhammad and Akhtar, Naveed and Wang, Haitian and Anwar, Saeed and Mian, Ajmal},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  year={2025},
  organization={IEEE}
}

@article{nadeem2025hiervl,
  title={HierVL: Semi-Supervised Segmentation leveraging Hierarchical Vision-Language Synergy with Dynamic Text-Spatial Query Alignment},
  author={Nadeem, Numair and Anwar, Saeed and Asad, Muhammad Hamza and Bais, Abdul},
  journal={arXiv preprint arXiv:2506.13925},
  year={2025}
}

@article{Yong2025PointDiffuse,
      title={PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation}, 
      author={Yong He and Hongshan Yu and Mingtao Feng and Tongjia Chen and Zechuan Li and Anwaar Ulhaq and Saeed Anwar and Ajmal Saeed Mian},
      year={2025},
      eprint={2503.06094},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.06094}
}

@article{Humza2025LLMs,
  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 = {ACM Transactions on Intelligent Systems and Technology},
  year={2025}
}

@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{ali2025FGAnimal,
      title={A Review on Coarse to Fine-Grained Animal Action Recognition}, 
      author={Ali Zia and Renuka Sharma and Abdelwahed Khamis and Xuesong Li and Muhammad Husnain and Numan Shafi and Saeed Anwar and Sabine Schmoelzl and Eric Stone and Lars Petersson and Vivien Rolland},
      year={2025},
      eprint={2506.01214},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2506.01214}
}

@article{Xiong2025SEDNet,
title = {SEDNet: Synergistic Learning Network with Embedded Encoder and Dense Atrous Convolution for Vehicle Re-identification},
author = {Mingfu Xiong and Tanghao Gui and Zhihong Sun and Saeed Anwar and Aziz Alotaibi and Khan Muhammad},
journal = {Alexandria Engineering Journal},
volume = {128},
pages = {297-305},
issn = {1110-0168},
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},
}

@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}
}

@inproceedings{Ibrahim2023UnLoc,
  title={Unloc: a universal localization method for autonomous vehicles using lidar, radar and/or camera input},
  author={Ibrahim, Muhammad and Akhtar, Naveed and Anwar, Saeed and Mian, Ajmal},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  pages={5187--5194},
  year={2023},
  organization={IEEE}
}

@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}
}