An optimized hardware accelerator for real time registration of aerial video imagery and its applications. - Rehan Hafiz; M. Ali Tahir; Omair Arshad; Shoab Ahmad Khan (ICIG, 2004)

Association of pre-pregnancy weight and weight gain with perinatal mortality. - Hammad Qureshi; Mahjabeen Khan; Syed Mustafeel Aser Quadri; Rehan Hafiz (FIT, 2010)

Automatic Reference Selection for Parametric Color Correction Schemes for Panoramic Video Stitching. - Muhammad Twaha Ibrahim; Rehan Hafiz; Muhammad Murtaza Khan; Yongju Cho; Jihun Cha (ISVC (1), 2012)

ISOMER: integrated selection, partitioning, and placement methodology for reconfigurable architectures. - Rana Muhammad Bilal; Rehan Hafiz; Muhammad Shafique 001; Saad Shoaib; Asim Munawar; Jörg Henkel (ICCAD, 2013)

Projection on Suitable Sub-surface Selected in Indoor Environment. - Shafaq Mussadiq; Rehan Hafiz (ISVC (2), 2013)

Power & throughput optimized lifting architecture for Wavelet Packet Transform. - Masab Ahmad; Awais Mehmood Kamboh; Rehan Hafiz (ISCAS, 2014)

Hardware/Software Co-design of Embedded Real-Time KD-Tree Based Feature Matching Systems. - Saad Shoaib; Rehan Hafiz; Muhammad Shafique 001 (ISVC (2), 2014)

A low latency generic accuracy configurable adder. - Muhammad Shafique 001; Waqas Ahmad; Rehan Hafiz; Jörg Henkel (DAC, 2015)

A scalable architecture for geometric correction of multi-projector display systems. - Kamran Babar; Rehan Hafiz; Khawar Khurshid; Awais M. Kamboh; Ali Hassan 001; Farhan Riaz; Byeungwoo Jeon (Displays, 2015)

A unified panoramic stitching and multi-projector rendering scheme for immersive panoramic displays. - Saleh Saeed; Rehan Hafiz; Ashar Rasul; Muhammad Murtaza Khan; Yongju Cho; Unsang Park; Jihun Cha (Displays, 2015)

Quality Assessment of Images Projected Using Multiple Projectors. - Muhammad Umer Kakli; Hassaan Saadat Qureshi; Muhammad Murtaza Khan; Rehan Hafiz; Yongju Cho; Unsang Park (KSII Trans. Internet Inf. Syst., 2015)

Stabilization of panoramic videos from mobile multi-camera platforms. - Ameer Hamza; Rehan Hafiz; Muhammad Murtaza Khan; Yongju Cho; Jihun Cha (Image Vis. Comput., 2015)

An area-efficient consolidated configurable error correction for approximate hardware accelerators. - Sana Mazahir; Osman Hasan; Rehan Hafiz; Muhammad Shafique 001; Jörg Henkel (DAC, 2016)

Invited - Cross-layer approximate computing: from logic to architectures. - Muhammad Shafique 001; Rehan Hafiz; Semeen Rehman; Walaa El-Harouni; Jörg Henkel (DAC, 2016)

Automatic selection of color reference image for panoramic stitching. - Muhammad Twaha Ibrahim; Rehan Hafiz; Muhammad Murtaza Khan; Yongju Cho (Multim. Syst., 2016)

QuAd: Design and Analysis of Quality-Area Optimal Low-Latency Approximate Adders. - Muhammad Abdullah Hanif; Rehan Hafiz; Osman Hasan; Muhammad Shafique 001 (DAC, 2017)

Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding. - Walaa El-Harouni; Semeen Rehman; Bharath Srinivas Prabakaran; Akash Kumar 001; Rehan Hafiz; Muhammad Shafique 001 (DATE, 2017)

Adaptive and Energy-Efficient Architectures for Machine Learning: Challenges, Opportunities, and Research Roadmap. - Muhammad Shafique 001; Rehan Hafiz; Muhammad Usama Javed; Sarmad Abbas; Lukás Sekanina; Zdenek Vasícek; Vojtech Mrazek (ISVLSI, 2017)

Confined projection on selected sub-surface using a robust binary-coded pattern for pico-projectors. - Shafaq Mussadiq; Rehan Hafiz; Muhammad Abdullah Jamal (Multim. Syst., 2017)

Probabilistic Error Analysis of Approximate Recursive Multipliers. - Sana Mazahir; Osman Hasan; Rehan Hafiz; Muhammad Shafique 001 (IEEE Trans. Computers, 2017)

Probabilistic Error Modeling for Approximate Adders. - Sana Mazahir; Osman Hasan; Rehan Hafiz; Muhammad Shafique 001; Jörg Henkel (IEEE Trans. Computers, 2017)

An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era. - Muhammad Shafique 001; Theocharis Theocharides; Christos-Savvas Bouganis; Muhammad Abdullah Hanif; Faiq Khalid; Rehan Hafiz; Semeen Rehman (DATE, 2018)

Error resilience analysis for systematically employing approximate computing in convolutional neural networks. - Muhammad Abdullah Hanif; Rehan Hafiz; Muhammad Shafique 001 (DATE, 2018)

MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks. - Muhammad Abdullah Hanif; Rachmad Vidya Wicaksana Putra; Muhammad Tanvir; Rehan Hafiz; Semeen Rehman; Muhammad Shafique 001 (CoRR, 2018)

X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks. - Muhammad Abdullah Hanif; Alberto Marchisio; Tabasher Arif; Rehan Hafiz; Semeen Rehman; Muhammad Shafique 001 (J. Low Power Electron., 2018)

Configurable Models and Design Space Exploration for Low-Latency Approximate Adders. - Muhammad Abdullah Hanif; Rehan Hafiz; Muhammad Shafique 001 (Approximate Circuits, 2019)

Hardware-Software Approximations for Deep Neural Networks. - Muhammad Abdullah Hanif; Muhammad Usama Javed; Rehan Hafiz; Semeen Rehman; Muhammad Shafique 001 (Approximate Circuits, 2019)

Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching. - Aman Irshad; Rehan Hafiz; Mohsen Ali; Muhammad Faisal 003; Yongju Cho; Jeongil Seo (IEEE Access, 2019)

Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes. - Hazoor Ahmad; Muhammad Tanvir; Muhammad Abdullah; Muhammad Usama Javed; Rehan Hafiz; Muhammad Shafique 001 (CoRR, 2019)

m-SAAC: Multi-stage adaptive approximation control to select approximate computing modes for vision applications. - Rida Amjad; Rehan Hafiz; Muhammad U. Ilyas; Muhammad Shahzad Younis; Muhammad Shafique 001 (Microelectron. J., 2019)

PEMACx: A Probabilistic Error Analysis Methodology for Adders with Cascaded Approximate Units. - Muhammad Abdullah Hanif; Rehan Hafiz; Osman Hasan; Muhammad Shafique 001 (DAC, 2020)

CAxCNN: Towards the Use of Canonic Sign Digit Based Approximation for Hardware-Friendly Convolutional Neural Networks. - Mohsin Riaz; Rehan Hafiz; Salman Abdul Khaliq; Muhammad Faisal 003; Hafiz Talha Iqbal; Mohsen Ali; Muhammad Shafique 001 (IEEE Access, 2020)

Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation. - Farhan Riaz; Saad Rehman; Muhammad Ajmal Azad; Rehan Hafiz; Ali Hassan 001; Naif Radi Aljohani; Raheel Nawaz; Rupert C. D. Young; Miguel Tavares Coimbra (IEEE Access, 2020)

SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for Design of Deep Learning Accelerators With Reduced Off-Chip Memory Access Volume. - Hazoor Ahmad; Tabasher Arif; Muhammad Abdullah Hanif; Rehan Hafiz; Muhammad Shafique 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Learning to Detect Local Features Using Information Change. - Yongju Cho; Muhammad Faisal 003; Usama Sadiq; Tabasher Arif; Rehan Hafiz; Jeongil Seo; Mohsen Ali (IEEE Access, 2021)

MAQ-CaF: A Modular Air Quality Calibration and Forecasting method for cross-sensitive pollutants. - Yousuf Hashmy; ZillUllah Khan; Rehan Hafiz; Usman Younis; Tausif Tauqeer (CoRR, 2021)

LPQ-SAM: A Low-Power Quality Scalable Approximate Multiplier. - Sumbal Iqbal; Osman Hasan; Rehan Hafiz; Zeshan Aslam Khan (J. Circuits Syst. Comput., 2021)

An approximate-computing empowered green 6G downlink. - Maryam Idrees; Mohammed Manzar Maqbool; Muhammad Khurram Bhatti; Muhammad Mahboob Ur Rahman; Rehan Hafiz; Muhammad Shafique 001 (Phys. Commun., 2021)

Combining Scale-Invariance and Uncertainty for Self-Supervised Domain Adaptation of Foggy Scenes Segmentation. - Javed Iqbal 007; Rehan Hafiz; Mohsen Ali (CoRR, 2022)

FogAdapt: Self-supervised domain adaptation for semantic segmentation of foggy images. - Javed Iqbal 007; Rehan Hafiz; Mohsen Ali (Neurocomputing, 2022)

Distribution regularized self-supervised learning for domain adaptation of semantic segmentation. - Javed Iqbal 007; Hamza Rawal; Rehan Hafiz; Yu-Tseh Chi; Mohsen Ali (Image Vis. Comput., 2022)

CloudUP - Upsampling Vibrant Color Point Clouds Using Multi-Scale Spatial Attention. - Yongju Cho; Rimsha Tariq; Usama Hassan; Javed Iqbal 007; Abdul Basit; Hyon-Gon Choo; Rehan Hafiz; Mohsen Ali (IEEE Access, 2023)

Myocardial Infarction Detection from ECG: A Gramian Angular Field-based 2D-CNN Approach. - Asim Yousuf; Rehan Hafiz; Saqib Riaz; Muhammad Farooq; Kashif Riaz; Muhammad Mahboob Ur Rahman (CoRR, 2023)

DAEM: A Data- and Application-Aware Error Analysis Methodology for Approximate Adders. - Muhammad Abdullah Hanif; Rehan Hafiz; Muhammad Shafique 001 (Inf., 2023)

Quality Scalable Quantization Methodology for Deep Learning on Edge. - Salman Abdul Khaliq; Rehan Hafiz (CoRR, 2024)