Publications

Patents:

1. Marco Grangetto, Maurizio Lucenteforte, Andrea Basso, Giovanni Ballocca, Muhammad Shahid Farid, "Method and Device For Edge Shape Enforcement For Visual Enhancement of Depth Image Based Rendering of A Three-Dimensional Video Stream”, US Patent No. US 10,049,502,B2, Date of Patent: August 14, 2018 [http]
2. Muhammad Shahid Farid, Marco Grangetto, "Apparatus and Method For Image Segmentation", EP Patent No. EP3018626B1, Date of Patent: October 17, 2018 [http]

Journal Publications:

3. Sidra Naz, Muhammad Hassan Khan, Muhammad Shahid Farid, "Enhancing fall detection using multimodal time-series sensory data and VLAD encoding: a framework," The Journal of Supercomputing, vol. 81, no. 8, pp. 1-41, 2025. [IF: 2.5]
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4. Muhammad Hassan Khan, Muhammad Ahtisham Javed, Muhammad Shahid Farid, "Deep-learning-based ConvLSTM and LRCN networks for human activity recognition," Journal of Visual Communication and Image Representation, vol. 110, pp. 104469, 2025. [IF: 2.6]
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5. Muhammad Nouman Ashraf, Muhammad Farooq, Muhammad Shahid Farid, Muhammad Hassan Khan, Shuja-ur-Rehman Baig, "Realistic Face Super-Resolution via Generative Adversarial Networks: Enhancing Facial Recognition in Real-world Scenarios," International Journal of Innovations in Science & Technology, vol. 7, no. 2, pp. 675–688, 2025.
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6. Fatima Shahzad, Muhammad Hassan Khan, Muhammad Shahid Farid, Nazish Ashfaq, "An Efficient and Robust Deep Learning Approach for Vehicle Recognition using Light-weight Deep Network," International Journal of Innovations in Science & Technology, vol. 7, no. 1, pp. 506–522, 2025.
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7. Muhammad Hassan Khan, Hadia Shafiq, Muhammad Shahid Farid, Marcin Grzegorzek, "Encoding human activities using multimodal wearable sensory data," Expert Systems With Applications, vol. 261, pp.  125564, 2025. [IF: 7.5]
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8. Seerat Fatima, Laiba Zahid, Tazeem Haider, Muhammad Hassan Khan, Muhammad Shahid Farid, "Codebook-Based Feature Engineering for Human Activity Recognition Using Multimodal Sensory Data," International Journal of Innovations in Science & Technology, vol. 6, No. 7, pp. 56-69, 2024.
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9. Nazish Ashfaq, Ibtsam Sadiq, Muhammad Junaid,, Muhammad Hassan Khan, Muhammad Shahid Farid, "Optimizing Human Activity Recognition with Ensemble Deep Learning on Wearable Sensor Data," International Journal of Innovations in Science & Technology, vol. 6, No. 4, pp. 1751-1767, 2024.
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10. Tazeem Haider, Muhammad Hassan Khan, Muhammad Shahid Farid, "An Optimal Feature Selection Method for Human Activity Recognition Using Multimodal Sensory Data," Information, vol. 15, No. 10, article 593, 2024. [IF: 2.4]
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11. Hafiza Ayesha Hoor Chaudhry, Muhammad Shahid Farid, Attilio Fiandrotti, Marco Grangetto, "A lightweight deep learning architecture for malaria parasite-type classification and life cycle stage detection," vol. 36, pp. 19795–19805, Neural Computing & Applications, 2024. [IF: 4.5]
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12. Sheeza Batool, Muhammad Hassan Khan, Muhammad Shahid Farid, "An Ensemble Deep Learning Model for Human Activity Analysis using Wearable Sensory Data," Applied Soft Computing, vol. 159, pp. 111599, 2024. [IF: 8.7]
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13. Muhammad Shahid Farid, Badi uz Zaman Babar, Muhammad Hassan Khan, "Efficient representation of disoccluded regions in 3D video coding,"  Annals of Telecommunications, vol. 80, pp. 123–137, 2024. [IF: 1.9]
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14. Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafal Doniec, Muhammad Shahid Farid, Marcin Grzegorzek, "A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data," Sensors, vol. 24, No. 1, article 75, 2023. [IF: 3.9]
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15. Muhammad Sabih, Muhammad Shahid Farid, Mahnoor Ejaz, Muhammad  Husam, Muhammad Hassan Khan, Umar Farooq, "Raw Material Flow Rate Measurement on Belt Conveyor System Using Visual Data," Applied System Innovation, vol. 6, No. 5, article 88, 2023. [IF: 3.8]
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16. Muflah Nasir, Muhammad Shahid Farid, Zobia Suhail, Muhammad Hassan Khan, "Optimal Thresholding for Multi-Window Computed Tomography (CT) to Predict Lung Cancer," Applied Sciences, vol. 12, No. 13, article 7256, 2023. [IF: 2.7]
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17. Muhammad Hassan Khan, Hiba Azam, Muhammad Shahid Farid, "Automatic multi-gait recognition using pedestrian’s spatiotemporal features," The Journal of Supercomputing, vol. 79, pp. 19254–19276, 2023. [IF: 3.3]
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18. Muhammad Usman, Mahnoor Ejaz, Janet E. Nichol, Muhammad Shahid Farid, Sawaid Abbas, Muhammad Hassan Khan, "A Comparison of Machine Learning Models for Mapping Tree Species Using WorldView-2 Imagery in the Agroforestry Landscape of West Africa," ISPRS International Journal of Geo-Information, vol. 12, no. 4, 142, 2023. [IF: 3.4]
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19. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek, "A comprehensive study on codebook-based feature fusion for gait recognition," Information Fusion, vol. 92, pp. 216-230, 2022. [IF: 18.6]
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20. Rafia Mansoor, Muhammad Shahid Farid, Muhammad Hassan Khan, Asma Maqsood, "A Layered Approach for Quality Assessment of DIBR-Synthesized Images," Wireless Communications and Mobile Computing, vol. 2021, Article ID 8377936, pp. 1-14, 2021. [IF: 2.336]
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21. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek, "Vision-based approaches towards person identification using gait," Computer Science Review, vol. 42, pp. 100432, 2021. [IF: 7.872]
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22. Tehreem Fatima, Muhammad Shahid Farid, "Quality assessment of 3D synthesized images based on structural and textural distortion," Multimedia Tools and Applications, pp. 1–21, 2021. [IF: 2.757]
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23. Tazeem Haider, Muhammad Shahid Farid, Rashid Mahmood, Areeba Ilyas, Muhammad Hassan Khan, Sakeena Tul-Ain Haider, Muhammad Hamid Chaudhry, Mehreen Gul, "A Computer-Vision-Based Approach for Nitrogen Content Estimation in Plant Leaves," Agriculture, vol. 11, no. 8, 766, 2021. [IF: 2.925]
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24. Fatima Amjad, Muhammad Hassan Khan, Muhammad Adeel Nisar, Muhammad Shahid Farid, Marcin Grzegorzek, "A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data," Sensors, vol. 21, no. 7, 2368, 2021. [IF: 3.576]
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25. Hafiz Muhammad Usama Hassan Alvi, Muhammad Shahid Farid, Muhammad Hassan Khan, Marcin Grzegorzek, "Quality Assessment of 3D Synthesized Images Based on Textural and Structural Distortion Estimation," Applied Sciences, vol. 11, no. 6, 2666, 2021. [IF: 2.679]
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26. Asma Maqsood, Muhammad Shahid Farid, Muhammad Hassan Khan, Marcin Grzegorzek, "Deep Malaria Parasite Detection in Thin Blood Smear Microscopic Images," Applied Sciences, vol. 11, no. 5, 2284, 2021. [IF: 2.679]
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27. Muhammad Hamid Chaudhry, Anuar Ahmad, Qudsia Gulzar, Muhammad Shahid Farid, Himan Shahabi, Nadhir Al-Ansari, "Assessment of DSM Based on Radiometric Transformation of UAV Data," Sensors, vol. 21, no. 5, 1649, 2021. [IF: 3.576]
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28. Areeba Ilyas, Muhammad Shahid Farid, Muhammad Hassan Khan, Marcin Grzegorzek, "Exploiting Superpixels for Multi-Focus Image Fusion," Entropy, vol. 23, no. 2, 247, 2021. [IF: 2.524]
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29. Rabia Zafar, Muhammad Shahid Farid, Muhammad Hassan Khan, "Multi-Focus Image Fusion: Algorithms, Evaluation, and a Library," Journal of Imaging, vol. 6, no. 7, 60, 2020. [CiteScore: 4.8]
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30. Muhammad Hassan Khan, Martin Zöller, Muhammad Shahid Farid, Marcin Grzegorzek, "Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure," Sensors, vol. 20, no. 11:3312, 2020. [IF: 3.576]
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31. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek, "A non-linear view transformations model for cross-view gait recognition," Neurocomputing, vol. 402, pp. 100–111, 2020. [IF: 5.719]
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32. Noor Khehrah, Muhammad Shahid Farid, Saira Bilal, Muhammad Hassan Khan, "Lung Nodule Detection in CT Images Using Statistical and Shape-Based Features," Journal of Imaging, vol. 6, no. 2, pp. 1–14, 2020. [CiteScore: 4.8]
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33. Mahrukh Saleem, Muhammad Shahid Farid, Saqib Saleem, Muhammad Hassan Khan, "X-ray image analysis for automated knee osteoarthritis detection," Signal, Image and Video Processing, vol. 14, Issue 6, pp. 1079–1087, 2020. [IF: 2.157]
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34. Tehreem Fatima, Muhammad Shahid Farid, "Automatic detection of Plasmodium parasites from microscopic blood images," Journal of Parasitic Diseases, vol. 44, Issue 1, pp. 69–78, 2019. [CiteScore: 1.8]
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35. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "No-Reference Quality Metric for HEVC Compression Distortion Estimation in Depth Maps," Signal, Image and Video Processing, vol. 14, Issue 1, pp. 195–203, 2019. [IF: 1.794]
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36. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek, "A Generic Codebook based Approach for Gait Recognition," Multimedia Tools and Applications, vol. 78, Issue 24, pp. 35689–35712, 2019. [IF: 2.313]
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37. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek, "Spatiotemporal features of human motion for gait recognition," Signal, Image and Video Processing, vol. 13, Issue 2, pp. 369–377, 2018. [IF: 1.794]
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38. Muhammad Hassan Khan, Manuel Schneider, Muhammad Shahid Farid, Marcin Grzegorzek, "Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model," Sensors, vol. 18, no. 10:3202, 2018. [IF: 3.031]
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39. Muhammad Hassan Khan, Julien Helsper, Muhammad Shahid Farid, Marcin Grzegorzek, "A Computer Vision-based System for Monitoring Vojta Therapy," International Journal of Medical Informatics, vol. 113, pp. 85–95, 2018. [IF: 2.731]
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40. Muhammad Shahid Farid, Arif Mahmood, Somaya Ali Al-Maadeed, "Multi-focus image fusion using Content Adaptive Blurring," Information Fusion, vol. 45, pp. 96–112, 2018. [IF: 13.669]
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41. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "DOST: a distributed object segmentation tool," Multimedia Tools and Applications, vol. 77, Issue 16, pp. 20839–20862, Dec. 2017. [IF: 2.01]
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42. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Evaluating virtual image quality using the side-views information fusion and depth maps," Information Fusion, vol. 43, pp. 47–56, 2017. [IF: 10.716]
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43. Hadia Tazeem, Muhammad Shahid Farid, Arif Mahmood, "Improving security surveillance by hidden cameras ," Multimedia Tools and Applications, vol. 72, Issue 2, pp. 2713–2732 , 2017. [IF: 1.541]
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44. Muhammad Shahid Farid, Arif Mahmood, Marco Grangetto, "Image de-fencing framework with hybrid inpainting algorithm," Signal, Image and Video Processing, vol. 10, Issue 7, pp. 1193–1201, 2016 [IF: 1.102]
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45. Nida Samad, Muhammad Hamid Chauhdry, Muhammad Ashraf, Muhammad Saleem, Qudsia Hamid, Umair Babar, Hassan Tariq, Muhammad Shahid Farid, "Sediment yield assessment and identification of check dam sites for Rawal Dam catchment,"Arabian Journal of Geosciences, vol. 9, Issue 6, pp. 1–14, 2016 [IF: 0.955]
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46. Qudsia Hamid, Muhammad Hamid Chauhdry, Shaker Mahmood, Muhammad Shahid Farid, "Arc GIS and 3D Visualization of Land Records: A Case Study of Urban Areas in Punjab," National Academy Science Letters, vol. 39, Issue 4, pp. 277–281, 2016 [IF: 0.369]
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47. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Panorama view with spatiotemporal occlusion compensation for 3D video coding," IEEE Transactions on Image Processing, vol.24, no.1, pp. 205–219, Jan. 2015. [IF: 3.735]
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48. Muhammad Shahid Farid, Arif Mahmood, "An Image Composition Algorithm for Handling Global Visual Effects," Multimedia Tools and Applications, Volume 71, Issue 3 (2014), pp. 1699–1716. [IF: 1.346]
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49. Muhammad Shahid Farid, Arif Mahmood, "Image Morphing in Frequency Domain," Journal of Mathematical Imaging and Vision, Volume 42, Number 1, pp. 50–63, Jan. 2012. [IF: 1.767]
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50. Tariq Mahmood, Muhammad Shahid Farid, "Multi-Agent Task Scheduling In University Environment," IAES International Journal of Artificial Intelligence (IJ-AI), Volume 1, Number 4, pp. 193–200, 2012. [CiteScore: 0.5]
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Conference Publications:

51. Muhammad Hassan Khan, Nazish Ashfaq, Aleena Asif, Muhammad Shahid Farid, "Advancing Human Activity Recognition Using Ensemble Deep CNN-GRU Network," in Proc. International Conference on Smart Systems and Emerging Technologies (SMARTTECH), pp. 86–97, Nov. 21-23, 2024
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52. Khadija Noor, Tazeem Haider, Shakaib Aziz, Zubair Zulfiqar, Muhammad Hassan Khan, Muhammad Shahid Farid, "Encoding Human Activity Recognition: Local Coordinate Coding on Multimodal Sensory Data," in Proc. 5th International Conference on Innovative Computing (ICIC), pp. 1–6, Nov. 20-21, 2024
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53. Tania Arshad, Muhammad Hassan Khan, Muhammad Shahid Farid, "An Efficient Framework to Recognize Deepfake Faces using a Light-weight CNN," in Proc. 9th International Conference on Multimedia Systems and Signal Processing (ICMSSP), pp. 24–29, May 24-26, 2024
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54. Usairam Bin Muslim, Muhammad Hassan Khan, Muhammad Shahid Farid, "Exploiting Spatiotemporal Features for Action Recognition," in Proc. IEEE International Bhurban Conference on Applied Sciences & Technology (IBCAST), pp. 1–7, Jan. 2021
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55. Muhammad Hassan Khan, Muhammad Shahid Farid, Maryiam Zahoor, Marcin Grzegorzek, "Cross-View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal Features," in Proc. 25th IEEE International Conference on Image Processing (ICIP 2018), pp. 773–777, Oct. 2018
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56. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek, "Using a Generic Model for Codebook-based Gait Recognition Algorithms," in Proc. 6th IAPR/IEEE International Workshop on Biometrics and Forensics (IWBF 2018), pp. 1–7, June 2018
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57. Mahrukh Saleem, Muhammad Shahid Farid, Muhammad Saqib Saleem, "Automated Knee Replacement Detection using Radiological Symptoms,"in Proc. Conference on Microbiology and Molecular Genetics (MMG 2018), pp. 300, Feb. 2018
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58. Noor Khehrah, Saira Bilal, Muhammad Shahid Farid, "Lung Segmentation in CT Scans for Lung Nodule and Cancer Detection," in Proc. Conference on Microbiology and Molecular Genetics (MMG 2018), pp. 161, Feb. 2018
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59. Muhammad Hassan Khan, Muhammad Shahid Farid, Marcin Grzegorzek, "Person Identification Using Spatiotemporal Motion Characteristics," in Proc. 24th IEEE International Conference on Image Processing (ICIP 2017), pp. 166–170, Sep. 2017
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60. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Perceptual Quality Assessment of 3D Synthesized Images," in Proc. IEEE International Conference on Multimedia and Expo (ICME), pp. 505-510, July 2017
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61. Muhammad Hassan Khan, Frederic Li, Muhammad Shahid Farid, Marcin Grzegorzek, "Gait Recognition Using Motion Trajectory Analysis," in Proc. 10th International Conference on Computer Recognition Systems (CORES), pp. 110-119, May 2017
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62. Muhammad Shahid Farid, Maurizio Lucenteforte, Muhammad Hassan Khan, Marco Grangetto, "Semi-automatic Segmentation of Scattered and Distributed Objects," in Proc. 10th International Conference on Computer Recognition Systems (CORES), pp. 110-119, May 2017
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63. Muhammad Hassan Khan, Kimiaki Shirahama, Muhammad Shahid Farid, Marcin Grzegorzek, "Multiple Human Detection in Depth Images," in Proc. Multimedia Signal Processing (MMSP), 2016 IEEE 18th International Workshop on, pp. 1-6, Sep. 2016
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64. Muhammad Shahid Farid, "Introduction to 3DTV and 3D-Cinema," chapter 1, PhD thesis, Università degli Studi di Torino, Torino, Italy, pp. 1-32, Dec. 2015.
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65. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Objective Quality Metric for 3D Virtual Views," in Proc. Image Processing (ICIP), 2015 IEEE International Conference on, pp.3720–3724, 27-30 Sept. 2015.
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66. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Blind Depth Quality Assessment using Histogram Shape Analysis," in Proc. 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), pp. 1–5, July 8-10, 2015
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67. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Edge enhancement of depth based rendered images," in Proc. Image Processing (ICIP), 2014 IEEE International Conference on, pp. 5452–5456, Oct. 2014
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68. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "A panoramic 3D video coding with directional depth aided inpainting," in Proc. Image Processing (ICIP), 2014 IEEE International Conference on, pp. 3233–3237, Oct. 2014
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69. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Edges shape enforcement for visual enhancement of depth image based rendering," in Proc. Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on, pp. 406–411, Sep. 2013
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70. Muhammad Shahid Farid, Maurizio Lucenteforte, Marco Grangetto, "Depth image based rendering with inverse mapping," in Proc. Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on, pp. 135–140, Sep. 2013
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71. Muhammad Yunas Qazi, Muhammad Shahid Farid, "Content Based Image Retrieval using Localized Multi Texton Histogram," in Proc. Frontiers of Information Technology (FIT), 2013 IEEE 11th International Conference on, pp. 107–112, Dec. 2013
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72. Mian Muhammad Mubasher, Muhammad Shahid Farid, Abdul Khaliq, Muhammad Murtaza Yousaf, "A Parallel Algorithm for Change Detection," in Proc. Multitopic Conference (INMIC), 2012 15th International, pp. 201–208, Dec 2012
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73. Muhammad Shahid Farid, Hassan Khan, Arif Mahmood, "Image Inpainting using Cubic Hermit Spline," in Proc. SPIE 8285, International Conference on Graphic and Image Processing (ICGIP 2011), 2011
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74. Muhammad Shahid Farid, Hassan Khan, Arif Mahmood, "Image Inpainting based on Pyramids," in Proc. Signal Processing (ICSP), 2010 IEEE 10th International Conference on 2010, pp. 711–715, 2010
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75. Muhammad Shahid Farid, Hassan Khan, "Image Inpainting using Dynamic Weighted Kernels," in Proc. Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on, pp. 252–255, July 2010
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