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researcher

Songhang Chen

4 papers hereh-index 5206 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedAn improved mixture of probabilistic PCA for nonlinear data-driven process monitoring

97 citations · 194 across the 4 of their papers we have counts for

collaborators

4 papers

cs.CV2023★ 44 cited

Continuous Cross-resolution Remote Sensing Image Change Detection

Hao Chen, Haotian Zhang, Keyan Chen +4

Most contemporary supervised Remote Sensing (RS) image Change Detection (CD) approaches are customized for equal-resolution bitemporal images. Real-world applications raise the nee…

cs.CV2022★ 53 cited

Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection

Hao Chen, Wenyuan Li, Song Chen +1

Supervised deep learning models depend on massive labeled data. Unfortunately, it is time-consuming and labor-intensive to collect and annotate bitemporal samples containing desire…

cs.CV2022

Semantic decoupled representation learning for remote sensing image change detection

Hao Chen, Yifan Zao, Liqin Liu +2

Contemporary transfer learning-based methods to alleviate the data insufficiency in change detection (CD) are mainly based on ImageNet pre-training. Self-supervised learning (SSL)…

stat.ME2020★ 97 cited

An improved mixture of probabilistic PCA for nonlinear data-driven process monitoring

Jingxin Zhang, Hao Chen, Songhang Chen +1

An improved mixture of probabilistic principal component analysis (PPCA) has been introduced for nonlinear data-driven process monitoring in this paper. To realize this purpose, th…

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