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Computer Science

D-Index
50
Citations
9165
World Ranking
5651
National Ranking
2573

Overview

Hayder Radha is affiliated with Michigan State University in the United States. Their research spans the fields of Computer Science and Engineering, with a significant focus on Computer Vision and Pattern Recognition, Artificial Intelligence, Aerospace Engineering, Radiology, Nuclear Medicine and Imaging, and Instrumentation.

The topics covered in their work include Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, COVID-19 diagnosis using AI, Advanced Optical Sensing Technologies, Image Processing Techniques and Applications, Robotics and Sensor-Based Localization, and Multimodal Machine Learning Applications.

The scientist's recent publications reflect their engagement with advanced detection and domain adaptation methods. Notable papers include:

  • Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection, 2022, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • Integrated Multiscale Domain Adaptive YOLO, 2023, IEEE Transactions on Image Processing
  • CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection, 2020, arXiv (Cornell University)
  • Integrated Generative-Model Domain-Adaptation for Object Detection under Challenging Conditions, 2022, 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring)
  • A Point Target Model for Interferometric Radar Angular Velocity Estimation, 2021, IEEE Transactions on Microwave Theory and Techniques

Frequently collaborating co-authors include Su Pang, Mazin Hnewa, Xiaohu Lu, Daniel Morris, and Ce Zhou. These partnerships have contributed to research published across different venues.

Hayder Radha's work has appeared in multiple publication venues, including arXiv (Cornell University), where they have published nine papers, the 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE Transactions on Image Processing, the 2022 IEEE 95th Vehicular Technology Conference (VTC2022-Spring), and IEEE Transactions on Robotics.

Best Publications

  • The MPEG-4 fine-grained scalable video coding method for multimedia streaming over IP

    H.M. Radha;M. van der Schaar;Yingwei Chen

  • CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection

    Su Pang;Daniel Morris;Hayder Radha

  • Deep learning algorithm for autonomous driving using GoogLeNet

    Mohammed Al-Qizwini;Iman Barjasteh;Hothaifa Al-Qassab;Hayder Radha

  • Wavelet-based contourlet transform and its application to image coding

    R. Eslami;H. Radha

  • SISTEMA Y METODO DE CODIFICACION DE VIDEO AJUSTABLE A ESCALA.

    Chen Yingwei;Radha Hayder;Van Der Schaar Mihaela

  • Translation-Invariant Contourlet Transform and Its Application to Image Denoising

    R. Eslami;H. Radha

  • The contourlet transform for image denoising using cycle spinning

    R. Eslami;H. Radha

  • A hybrid temporal-SNR fine-granular scalability for Internet video

    M. van der Schaar;H. Radha

  • Seamless splicing of MPEG-2 multimedia data streams

    Hayder Radha;Mahesh Balakrishnan;Kavitha Parthasarathy

  • Decoder buffer for streaming video receiver and method of operation

    Hayder Radha;Kavitha Parthasarathy

  • Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques

    Mazin Hnewa;Hayder Radha

  • Scalable Internet video using MPEG-4

    Hayder Radha;Yingwei Chen;Kavitha Parthasarathy;Robert Cohen

  • Unequal packet loss resilience for fine-granular-scalability video

    M. van der Schaar;H. Radha

  • Measurement study of low-bitrate internet video streaming

    Dmitri Loguinov;Hayder Radha

  • Adaptive motion-compensation fine-granular-scalability (AMC-FGS) for wireless video

    M. van der Schaar;H. Radha

  • Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection

    Unknown

  • Performance analysis and modeling of errors and losses over 802.11b LANs for high-bit-rate real-time multimedia

    Syed A. Khayam;Shirish Subhash Karande;Hayder Radha;Dmitri Loguinov

  • Identifying Influential Nodes in Online Social Networks Using Principal Component Centrality

    Muhammad U. Ilyas;Hayder Radha

  • A New Family of Nonredundant Transforms Using Hybrid Wavelets and Directional Filter Banks

    R. Eslami;H. Radha

  • Image compression using binary space partitioning trees

    H. Radha;M. Vetterli;R. Leonardi

  • System and method for encoding and decoding enhancement layer data using base layer quantization data

    Mihaela van der Schaar;Yingwei Chen;Hayder Radha

  • System and method for controlling the delay budget of a decoder buffer in a streaming data receiver

    Hayder Radha;Dmitri Loguinov

  • Object Detection under Rainy Conditions for Autonomous Vehicles.

    Mazin Hnewa;Hayder Radha

Frequent Co-Authors

Dmitri Loguinov
Dmitri Loguinov Texas A&M University
Mihaela van der Schaar
Mihaela van der Schaar University of Cambridge
Alex X. Liu
Alex X. Liu Michigan State University
Martin Vetterli
Martin Vetterli École Polytechnique Fédérale de Lausanne
Mahesh Balakrishnan
Mahesh Balakrishnan Indian Institute of Technology Delhi
J. Justin McCormick
J. Justin McCormick Michigan State University
Jiebo Luo
Jiebo Luo University of Rochester
Hang Liu
Hang Liu Wuhan University of Technology
Cliff Lampe
Cliff Lampe University of Michigan–Ann Arbor
Kiran Challapali
Kiran Challapali Philips (Finland)

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