Program

As CVPR '21 is purely virtual, please NOTE:

  • 1). All the sessions are live Zoom meeting sessions in PDT(Pacific Daylight Time) on June 25th;
  • 2). For your convenience, you may convert PDT to your local time HERE;
  • 3). The presentations can be watched on Cadmium during the workshop day;
  • 4). In each session, there will be 5 minutes talk per paper and 10 minutes Q&A for all the papers.


    • Welcome Message from the Chairs (07:00)

    Keynote Talk (07:10)

    Deep Learning with Depth Perception - Representation Matters Prof. Kilian Weinberger
    Cornell University

    Announcement (07:40)

    Results and Awards of the Second Thermal Image Super-Resolution (TISR'2021) Challenge Rafael E. Rivadeneira, Angel D. Sappa, et al.

    Session 1: Super Resolution (07:55 - 08:15)

    Leveraging Multi scale Backbone with Multilevel supervision for Thermal Image Super Resolution Sabari Nathan, Priya Kansal
    Channel Split Convolutional Neural Network (ChaSNet) for Thermal Image Super-Resolution Kalpesh Prajapati, Vishal Chudasama, Heena Patel, Anjali Sarvaiya, Kishor Upla, Kiran Raja, Raghavendra Ramachandra, Christoph Busch

    Break (08:15)

    Keynote Talk (08:30)

    Multi-phase CT Imaging+AI Enabled Deep Precision Medicine Solutions for Pancreatic Cancer: Multi-institutional Screening, Precision Diagnosis and Prognosis Dr. Le Lu
    PAII Inc., Bethesda Research Lab

    Session 2: Visual-Optical and Thermal Image Processing (09:00 - 09:25)

    Learning from the Web: Webly Supervised Meta-Learning for Masked Face Recognition Wenbo Zheng, Lan Yan, Fei-Yue Wang, Chao Gou
    Self-training Guided Adversarial Domain Adaptation For Thermal Imagery Ibrahim Batuhan Akkaya, Fazil Altinel, Ugur Halici
    Deep Fusion of Appearance and Frame Differencing for Motion Segmentation Marc Ellenfeld, Sebastian Moosbauer, Ruben Cardenes, Ulrich Klauck, Michael Teutsch

    Session 3: LiDAR and Hyperspectral Data Processing (09:25:00 - 09:45)

    Semantic labeling of lidar point clouds for UAV applications Maria Axelsson, Max Holmberg, Sabina Serra, Hannes Ovren, Michael Tulldahl
    Generalized Unsupervised Clustering of Hyperspectral Images of Geological Targets in the Near Infrared Angela F. Gao, Brandon Rasmussen, Peter Kulits, Eva L. Scheller, Rebecca Greenberger, Bethany L. Ehlmann

    Break (09:45)

    Session 4: Further Data Beyond the Visible Spectrum (10:00 - 10:25)

    Quad-DIP for X-ray cargo image decomposition Zheng Hu, Qiang Li, Gang Fu, Yuxiang Xing, Li Zhang
    Instance Segmentation-based Identification of Pelagic Species in Acoustic Backscatter Data
    		 Tunai Porto Marques, Melissa Cote, Alireza Rezvanifar, Alexandra Branzan Albu, Kaan Ersahin, Todd Mudge, Stephane Gauthier
    Reconstruction of CASSI-Raman Images with Machine-Learning
    		 Andreas Brorsson, Markus Nordberg, David Gustafsson

    Keynote Talk (10:25)

    Adversarial machine learning: Recent developments Prof. Volkan Cevher
    EPFL

    Closing Remarks (10:55)

    End of Workshop (11:00)

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