Gong Cheng

Affiliations:
  • Northwestern Polytechnical University, Xi'an, China


According to our database1, Gong Cheng authored at least 80 papers between 2013 and 2023.

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Bibliography

2023
On Improving Bounding Box Representations for Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

2022
DFENet for Domain Adaptation-Based Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

R²IPoints: Pursuing Rotation-Insensitive Point Representation for Aerial Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Scale-Aware Detailed Matching for Few-Shot Aerial Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Solo-to-Collaborative Dual-Attention Network for One-Shot Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiscale Generative Adversarial Network Based on Wavelet Feature Learning for SAR-to-Optical Image Translation.
IEEE Trans. Geosci. Remote. Sens., 2022

SAENet: Self-Supervised Adversarial and Equivariant Network for Weakly Supervised Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Prototype-CNN for Few-Shot Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Self-Guided Proposal Generation for Weakly Supervised Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Anchor-Free Oriented Proposal Generator for Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

ISNet: Towards Improving Separability for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Perturbation-Seeking Generative Adversarial Networks: A Defense Framework for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

SPNet: Siamese-Prototype Network for Few-Shot Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Incorporating the Completeness and Difficulty of Proposals Into Weakly Supervised Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Query-efficient decision-based attack via sampling distribution reshaping.
Pattern Recognit., 2022

Weakly Supervised Object Localization and Detection: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Adaptive Neighborhood Metric Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

P-CNN: Part-Based Convolutional Neural Networks for Fine-Grained Visual Categorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Guiding Clean Features for Object Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Fewer is More: Efficient Object Detection in Large Aerial Images.
CoRR, 2022

Towards Large-Scale Small Object Detection: Survey and Benchmarks.
CoRR, 2022

Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling.
CoRR, 2022

Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Precise Vertex Regression and Feature Decoupling for Oriented Object Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Dynamic Proposal Generation for Oriented Object Detection in Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Exploring Effective Data for Surrogate Training Towards Black-box Attack.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning What Not to Segment: A New Perspective on Few-Shot Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Weakly Supervised Rotation-Invariant Aerial Object Detection Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Automatic Weakly Supervised Object Detection From High Spatial Resolution Remote Sensing Images via Dynamic Curriculum Learning.
IEEE Trans. Geosci. Remote. Sens., 2021

DLA-MatchNet for Few-Shot Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

TCANet: Triple Context-Aware Network for Weakly Supervised Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Two-Stream Encoder GAN With Progressive Training for Co-Saliency Detection.
IEEE Signal Process. Lett., 2021

Cross-Scale Feature Fusion for Object Detection in Optical Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2021

Task-wise attention guided part complementary learning for few-shot image classification.
Sci. China Inf. Sci., 2021

Object Detection in Optical Remote Sensing Images Based on Positive Sample Reweighting and Feature Decoupling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-Scale Bidirectional Feature Fusion for One-Stage Oriented Object Detection in Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Oriented R-CNN for Object Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
High-Quality Proposals for Weakly Supervised Object Detection.
IEEE Trans. Image Process., 2020

Progressive Contextual Instance Refinement for Weakly Supervised Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Object Detection in Remote Sensing Images Based on Improved Bounding Box Regression and Multi-Level Features Fusion.
Remote. Sens., 2020

2019
Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection.
IEEE Trans. Image Process., 2019

Learning Compact and Discriminative Stacked Autoencoder for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark.
CoRR, 2019

Scene Classification of High Resolution Remote Sensing Images Via Self-Paced Deep Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Rotation-Invariant Latent Semantic Representation Learning for Object Detection in VHR Optical Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Learning Region Response Ranking Features for Remote Sensing Image Scene Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Performance Comparison of Two Pooling Strategies for Remote Sensing Image Scene Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Duplex Metric Learning for Image Set Classification.
IEEE Trans. Image Process., 2018

Rotation-Insensitive and Context-Augmented Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2018

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs.
IEEE Trans. Geosci. Remote. Sens., 2018

Exploring Hierarchical Convolutional Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

A Unified Metric Learning-Based Framework for Co-Saliency Detection.
IEEE Trans. Circuits Syst. Video Technol., 2018

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey.
IEEE Signal Process. Mag., 2018

Identifying affective levels on music video via completing the missing modality.
Multim. Tools Appl., 2018

Multi-scale and Discriminative Part Detectors Based Features for Multi-label Image Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art.
Proc. IEEE, 2017

Semi-direct tracking and mapping with RGB-D camera for MAV.
Multim. Tools Appl., 2017

Remote Sensing Image Scene Classification Using Bag of Convolutional Features.
IEEE Geosci. Remote. Sens. Lett., 2017

2016
Semantic Annotation of High-Resolution Satellite Images via Weakly Supervised Learning.
IEEE Trans. Geosci. Remote. Sens., 2016

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Weakly supervised target detection in remote sensing images based on transferred deep features and negative bootstrapping.
Multidimens. Syst. Signal Process., 2016

Approximative Bayes optimality linear discriminant analysis for Chinese handwriting character recognition.
Neurocomputing, 2016

A Survey on Object Detection in Optical Remote Sensing Images.
CoRR, 2016

Semantic annotation of satellite images via joint multi-feature learning with diversity constraint.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Scene classification of high resolution remote sensing images using convolutional neural networks.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

RIFD-CNN: Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning.
IEEE Trans. Geosci. Remote. Sens., 2015

Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams.
IEEE Trans. Auton. Ment. Dev., 2015

Weakly Supervised Learning for Target Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2015

Auto-encoder-based shared mid-level visual dictionary learning for scene classification using very high resolution remote sensing images.
IET Comput. Vis., 2015

Semantic Segmentation based on Stacked Discriminative Autoencoders and Context-Constrained Weakly Supervised Learning.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Learning coarse-to-fine sparselets for efficient object detection and scene classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Negative Bootstrapping for Weakly Supervised Target Detection in Remote Sensing Images.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
Image visual attention computation and application via the learning of object attributes.
Mach. Vis. Appl., 2014

Exploring consistent functional brain networks during free viewing of videos via sparse representation.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable multi-class geospatial object detection in high-spatial-resolution remote sensing images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Visual attention computation in video of driving environment.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013
Optimal contrast based saliency detection.
Pattern Recognit. Lett., 2013


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