1. SlimYOLOv4: lightweight object detector based on YOLOv4

   • Peng Ding
   • Huaming Qian
   • Shuai Chu

   Original Research Paper 10 February 2022 Pages: 487 - 498

   

2. Lightweight convolutional neural network for real-time 3D object detection in road and railway environments

   • A. Mauri
   • R. Khemmar
   • R. Boutteau

   Original Research Paper Open access 11 February 2022 Pages: 499 - 516

   

3. CPU and GPU real-time filtering methods for dense surface metrology using general matrix to matrix multiplications

   • R. Usamentiaga

   Original Research Paper Open access 18 February 2022 Pages: 517 - 527

   

4. FPGA-accelerated adaptive cartesian to polar conversion and efficient MI computation for image registration

   • Pulak Mondal

   Original Research Paper 21 February 2022 Pages: 529 - 537

   

5. An efficient parallel-pipelined intra prediction architecture to support DCT/DST engine of HEVC encoder

   • Lakshmi Poola
   • P. Aparna

   Original Research Paper 21 February 2022 Pages: 539 - 550

   

6. Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19

   • Sergio Saponara
   • Abdussalam Elhanashi
   • Qinghe Zheng

   Original Research Paper Open access 22 February 2022 Pages: 551 - 563

   

7. Convolutional Neural Networks for Geo-Localisation with a Single Aerial Image

   • Aldrich A. Cabrera-Ponce
   • Jose Martinez-Carranza

   Original Research Paper 28 February 2022 Pages: 565 - 575

   

8. A large-scale container dataset and a baseline method for container hole localization

   • Yunfeng Diao
   • Xin Tang
   • Wenming Cheng

   Original Research Paper 02 March 2022 Pages: 577 - 589

   

9. GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector

   • Antonio Fuentes-Alventosa
   • Juan Gómez-Luna
   • R. Medina-Carnicer

   Original Research Paper 05 March 2022 Pages: 591 - 605

   

10. Real-time eye state recognition using dual convolutional neural network ensemble

    • Sumeet Saurav
    • Prashant Gidde
    • Sanjay Singh

    Original Research Paper 16 March 2022 Pages: 607 - 622

    

11. Toward real-time image annotation using marginalized coupled dictionary learning

    • Seyed Mahdi Roostaiyan
    • Mohammad Mehdi Hosseini
    • S. Hamid Amiri

    Original Research Paper 18 March 2022 Pages: 623 - 638

    

12. Towards efficient filter pruning via topology

    • Xiaozhou Xu
    • Jun Chen
    • Lei Xie

    Original Research Paper 19 March 2022 Pages: 639 - 649

    

13. An evaluation of EfficientDet for object detection used for indoor robots assistance navigation

    • Mouna Afif
    • Riadh Ayachi
    • Mohamed Atri

    Original Research Paper 19 March 2022 Pages: 651 - 661

    

14. Design and implementation of a real-time LDWS with parameter space filtering for embedded platforms

    • Erman Selim
    • Musa Alci
    • Aybars Uğur

    Original Research Paper 29 March 2022 Pages: 663 - 673

    

15. High throughput architecture for multiscale variational optical flow

    • Bibin Johnson
    • Sachin Thomas
    • J. Sheeba Rani

    Original Research Paper 05 April 2022 Pages: 675 - 686

    

16. Fast identification model for coal and gangue based on the improved tiny YOLO v3

    • Hongguang Pan
    • Yuhong Shi
    • Fangfang Xin

    Original Research Paper 19 April 2022 Pages: 687 - 701

    

17. SimpleMeshNet: end to end recovery of 3d body mesh with one fully connected layer

    • Wenzhang Sun
    • Shaopeng Ma
    • Qinwei Ma

    Original Research Paper 28 April 2022 Pages: 703 - 713