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

MO5.V8.3

HYBRID TRANSFORMER NETWORKS FOR URBAN LAND USE CLASSIFICATION FROM OPTICAL AND SAR IMAGES

Rui Liu, Hongsheng Zhang, Jing Ling, The University of Hong Kong Shenzhen Institute of Research and Innovation, Hong Kong SAR China
Session:
Multisource Classification and Detection Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 8
Presentation Time:
Mon, 18 Jul, 20:20 - 20:35 Malaysia Time (UTC +8)
Mon, 18 Jul, 14:20 - 14:35 Central European Time (UTC +1)
Mon, 18 Jul, 12:20 - 12:35 UTC
Mon, 18 Jul, 08:20 - 08:35 Eastern Time (UTC -5)
Session Co-Chairs:
Michael Schmitt, Bundeswehr University Munich and Giovanni Laneve, Sapienza University of Rome
Session Manager:
Wei Pin, Peter Choo
Presentation
Discussion
Resources
No resources available.
Session MO5.V8
MO5.V8.1: Multisource Cross-Scene Classification Using Fractional Fusion and Spatial-Spectral Domain Adaptation
Xudong Zhao, Mengmeng Zhang, Ran Tao, Wei Li, Beijing Institute of Technology, China; Wenzhi Liao, Flemish Institute for Technological Research, Belgium; Wilfried Philips, Gent University, Belgium
MO5.V8.2: HYPERSPECTRAL AND LIDAR DATA LAND-USE CLASSIFICATION USING PARALLEL TRANSFORMERS
Yuxuan Hu, Hao He, Lubin Weng, Institute of Automation, Chinese Academy of Sciences, China
MO5.V8.3: HYBRID TRANSFORMER NETWORKS FOR URBAN LAND USE CLASSIFICATION FROM OPTICAL AND SAR IMAGES
Rui Liu, Hongsheng Zhang, Jing Ling, The University of Hong Kong Shenzhen Institute of Research and Innovation, Hong Kong SAR China
MO5.V8.4: IMPROVING SAR AND OPTICAL IMAGE FUSION FOR LULC CLASSIFICATION WITH DOMAIN KNOWLEDGE
K Ram Prabhakar, Veera Harikrishna Nukala, Jayavardhana Gubbi, Arpan Pal, Balamuralidhar Purushothaman, Tata Consultancy Services Research, India
MO5.V8.5: A MULTIMODAL APPROACH FOR EVENT DETECTION: STUDY OF UK LOCKDOWNS IN THE YEAR 2020
Joëlle Hanna, Linus Scheibenreif, Michael Mommert, Damian Borth, University of St.Gallen, Switzerland
MO5.V8.6: IDENTIFYING CORRESPONDING SAR-OPTICAL PATCHES USING INCEPTION-INSPIRED PSEUDO-SIAMESE CNN
Dhruv Patidar, Nitin Sharma, Birla Institute of Technology and Science, Pilani, K K Birla Goa Campus, India