17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

MO2.O2.1

SPARSE UNMIXING USING DEEP CONVOLUTIONAL NETWORKS

Behnood Rasti, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Bikram Koirala, Paul Scheunders, University of Antwerp (CDE), Belgium
Session:
Estimation, Regression, and Target Detection Oral In-Person
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Conference Hall 2
Presentation Time:
Mon, 18 Jul, 14:00 - 14:15 Malaysia Time (UTC +8)
Mon, 18 Jul, 08:00 - 08:15 Central European Time (UTC +2)
Mon, 18 Jul, 06:00 - 06:15 UTC
Mon, 18 Jul, 02:00 - 02:15 Eastern Time (UTC -4)
Session Co-Chairs:
Emmett Ientilucci, Rochester Institute of Technology and Bikram Koirala, University of Antwerp (CDE)
Session Manager:
Nik Zainun Nik Mood
Presentation
Discussion
Resources
No resources available.
Session MO2.O2
MO2.O2.1: SPARSE UNMIXING USING DEEP CONVOLUTIONAL NETWORKS
Behnood Rasti, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Bikram Koirala, Paul Scheunders, University of Antwerp (CDE), Belgium
MO2.O2.2: DEEP BLIND UNMIXING USING MINIMUM SIMPLEX CONVOLUTIONAL NETWORK
Behnood Rasti, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Germany; Bikram Koirala, Paul Scheunders, University of Antwerp (CDE), Belgium; Jocelyn Chanussot, The Univ. Grenoble Alpes, France
MO2.O2.3: HYPERSPECTRAL TARGET DETECTION USING NEURAL NETWORKS
Edisanter Lo, Susquehanna University, United States; Emmett Ientilucci, Rochester Institute of Technology, United States
MO2.O2.4: On the Transferability of Single Image Height Estimation for SAR Intensity Imagery
Michael Recla, Michael Schmitt, Bundeswehr University Munich, Germany
MO2.O2.5: ASSESSMENT OF THE ACCURACY OF SATELLITE-DERIVED LAND SURFACE TEMPERATURE WITH IMD IN-SITU AIR TEMPERATURE: A CASE STUDY FOR KULLU REGION, HIMACHAL PRADESH, INDIA
Ipshita Pradhan, Dericks Shukla, IIT Mandi, India
MO2.O2.6: Inflated Rayleigh Distribution for SAR Imagery Modeling
Bruna Palm, Saleh Javadi, Viet Vu, Mats Pettersson, Blekinge Institute of of Technology (BTH), Sweden; Fabio Bayer, Universidade Federal de Santa Maria, Brazil