Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping

By Shyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser. 2013

12 citations recorded by the source corpus.

Subfields: Atmospheric Science, Global and Planetary Change, Media Technology

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Atmospheric Science

1. Anuj Karpatne
2. Vipin Kumar
3. Gowtham Atluri
4. Arindam Banerjee
5. Michael S. Steinbach
6. James H. Faghmous

In Global and Planetary Change

1. Vipin Kumar
2. Anuj Karpatne
3. Gowtham Atluri
4. Michael S. Steinbach
5. Shashi Shekhar
6. James H. Faghmous
7. Arindam Banerjee
8. Auroop Ratan Ganguly

In Media Technology

1. Vipin Kumar
2. Anuj Karpatne

Citations in the corpus

• Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data (2016, methodology): “mapping urbanization [68] and tree plantation conversions [69], [70], where hidden Markov models were used to incorporate domain knowledge about the transitions among land”
• Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances (2015, methodology): “Different post classification refinement methods have been proposed to improve the accuracy of these labels [1], [2].”
• Monitoring Land-Cover Changes: A Machine-Learning Perspective (2016, methodology): “[40] V.”