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Welcome to My Webpage!

I work as the head of the Machine Learning group at Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resource Technology, Exploration.


News 1:Our paper "Extinction Profiles for the Classification of Remote Sensing Data", was the most popular paper published by IEEE TGRS in July, August, and September 2016.

News 2:Our paper "A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data ", was the most popular paper published by IEEE GRSL in October and November 2016.

News 3:Our paper "Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks ", was the most popular paper published by IEEE TGRS in October, November and September 2016.

News 4:We won the Data Fusion Contest 2017 organized by the Image Analysis and Data Fusion Technical Committee of IEEE-GRSS. Our model was the most accurate one among more than 800 submissions.

News 5:Our paper "Our paper "Deep Recurrent Neural Networks for Hyperspectral Image Classification", was the most popular paper published by IEEE TGRS in July, August, September, October, November, an December 2017 as well as January 2018.

News 6:We won a grant offered bt Natural Science Foundation of China on "Semantic Segmentation of Big Data in Hyperspectral Remote Sensing".

News 7:Our paper "Deep Feature Extraction and Classiffication of Hyperspectral Images Based on Convolutional Neural Networks" was selected as Highly Cited Paper by Web of Science.

News 8:Our paper "A Survey on Spectral-Spatial Classiffication Techniques Based on Attribute Pro files" was selected as Highly Cited Paper by Web of Science.

News 9:I am appointed Associate Editor of Remote Sensing (MDPI).

News 10:Our paper "Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest", was the most popular paper published by IEEE JSTARS in May 2018.

News 11:I am appointed Guest Editor for

News 12:I am appointed Guest Editor for

News 13:I am elevated to IEEE Senior Member.

News 14:I am appointed as the Associate Editor of IEEE GRSL.

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Few Words about Me

I am a research scientist at DLR and TUM. The first stage of my academic study was in Civil Engineering in Iran. I developed an interest in remote sensing which led to a sharper focus in my graduate studies. My concentration on remote sensing in my masters in Iran led to PhD studies in Electrical and Computer Engineering in Iceland and Australia. My research interests are in machine learning and computer vision with a special focus on spectral and spatial techniques for hyperspectral/remote sensing image classification, machine learning, big data processing, deep learning, pattern recognition, and multi sensor data fusion.

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Editorial activity ...

  • Associate Editor of Remote Sensing-MDPI
  • Guest Editor for a Special Issue of the Journal of Imaging on the subject of "Deep Learning for Remote Sensing Data Analysis".
  • Guest Editor for a Special Issue of ISPRS International Journal of Geo-Information on the subject of "Data Mining and Feature Extraction from Satellite Images and Point Cloud Data".

Research Teams

I have Collaborations with International Research Teams including:

  • Signal Processing Lab (SPL), University of Iceland, Iceland
  • Hyperspectral Computing Laboratory (HyperComp), University of Extremadura, Spain
  • School of Electrical and Computer Engineering - UNICAMP, Brazil
  • Biophysical Remote Sensing Group, Department of Geographical Sciences and Planning, University of Queensland, Australia
  • RoboCorp at the Engineering Institute of Coimbra, Polytechnic Institute of Coimbra, Rua Pedro Nunes, Coimbra, Portugal
  • Department of Technology of Computers and Communications, University of Extremadura, Spain.
  • Department of Images and Signal, GIPSA-lab, Grenoble, France.
  • For a project entitled: "Enabling Intelligent GMES Services for Carbon and Water Balance Modeling of Northern Forest Ecosystems" with the following institutions:

    • VTT Technical Research Centre of Finland,
    • University of Helsinki,
    • The University of Sheffield,
    • Northern Research Institute Tromso of Norway,
    • Institute of Biology of Komi Scientific Centre, Ural Branch of the Russian Academy of Sciences,

My papers

My papers at DBLP can be found here:


Also My CV can be found here:

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