Publications

Journal Papers

[29] Peicheng Zhou, Junwei Han*, Gong Cheng*, Baochang Zhang. Learning compact and discriminative stacked autoencoder for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, in press, 2019.

[28] Gong Cheng, Junwei Han, Peicheng Zhou, Dong Xu.  Learning rotation-invariant and Fisher discriminative convolutional neural networks for object detection. IEEE Transactions on Image Processing, 28(1):265-278, 2019.

[27] Gong Cheng, Zhenpeng Li, Junwei Han, Xiwen Yao, Lei Guo. Exploring hierarchical convolutional features for hyperspectral image cassification. IEEE Transactions on Geoscience and Remote Sensing, 56(11):6712-6722, 2018. (code)

[26] Gong Cheng, Ceyuan Yang, Xiwen Yao, Lei Guo, Junwei Han. When deep learning meets metric learning: remote sensing image scene classification via learning discriminative CNNs. IEEE Transactions on Geoscience and Remote Sensing, 56(5): 2811-2821, 2018. (code) (ESI hot paper and highly cited paper)

[25] Ke Li, Gong Cheng*, Shuhui Bu, Xiong You. Rotation-insensitive and context augmented object detection in remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 56(4): 2337-2348, 2018. (dataset and results) (ESI highly cited paper)

[24] Gong Cheng, Peicheng Zhou, Junwei Han. Duplex metric learning for image set classification. IEEE Transactions on Image Processing, 27(1):281-292, 2018. (ESI highly cited paper)

[23] Junwei Han, Gong Cheng*, Zhenpeng Li, Dingwen Zhang. A unified metric learning-based framework for co-saliency detection. IEEE Transactions on Circuits and Systems for Video Technology, 28(10):2473-2483, 2018. (code 提取码:q28s)(results) (ESI highly cited paper)

[22] Junwei Han, Dingwen Zhang*, GongCheng*, Nian Liu, Dong Xu. Advanced deep learning techniques for salient and category-specific object detection: a survey. IEEE Signal Processing Magazine, 35(1):84-100, 2018.(ESI hot paper and highly cited paper)

[21] Mo Chen, Gong Cheng*, Lei Guo. Identifying Affective Levels on Music Video via Completing the Missing Modality. Multimedia Tools and Applications, DOI: 10.1109/TCSVT.2017.2706264, 2017.

[20] Gong Cheng, Zhenpeng Li, Xiwen Yao, Lei Guo, Zhongliang Wei. Remote sensing image scene classification using bag of convolutional features. IEEE Geoscience and Remote Sensing Letters, 14(10): 1735-1739, 2017. (code) (ESI hot paper and highly cited paper)

[19] Gong Cheng, Junwei Han, Xiaoqiang Lu. Remote sensing image scene classification: benchmark and state of the art. Proceedings of the IEEE, 105(10): 1865-1883, 2017. (dataset) (ESI hot paper and highly cited paper)

[18] Yang Yang, Gong Cheng*, Dahai Yu, Renzhen Ye. Blind image quality assessment via content-invariant statistical feature. Optik-International Journal for Light and Electron Optics, 138: 21-32, 2017.

[17] Shuhui Bu, Yong Zhao, Gang Wan, Ke Li, Gong Cheng, Zhenbao Liu. Semi-direct tracking and mapping with RGB-D camera for MAV. Multimedia Tools and Applications, 76(3): 4445-4469, 2017.

[16] Gong Cheng, Peicheng Zhou, Junwei Han. Learning rotation-invariant convolutional neural networks for object detection in VHR optical remote sensing images. IEEE Transactions on Geoscience and Remote Sensing,54(12):7405-7415, 2016. (code and results) (ESI hot paper and highly cited paper)

[15] Chao Yao, Gong Cheng*. Approximative Bayes optimality linear discriminant analysis for Chinese hand writing character recognition. Neurocomputing, 207:346-353, 2016.

[14] Xiwen Yao, Junwei Han, Gong Cheng, Xueming Qian, Lei Guo. Semantic annotation of high-resolution satellite images via weakly supervised learning. IEEE Transactions on Geoscience and Remote Sensing, 54(6): 3660-3671, 2016. (ESI hot paper and highly cited paper)

[13] Peicheng Zhou, Gong Cheng*, Zhenbao Liu, Shuhui Bu, Xintao Hu. Weakly supervised target detection in remote sensing images based on transferred deep features and negative bootstrapping. Multidimensional systems and signal processing, 27(4): 925-944, 2016. (ESI highly cited paper)

[12] Gong Cheng, Junwei Han. A survey on object detection in optical remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing, 117:11-28, 2016. (ESI hot paper and highly cited paper)

[11] Gong Cheng, Junwei Han, Lei Guo, Zhenbao Liu, Shuhui Bu, Jinchang Ren. Effective and efficient midlevel visual elements-oriented land-use classification using VHR remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 53(8): 4238-4249, 2015. (ESI highly cited paper)

[10] Junwei Han, Dingwen Zhang, Gong Cheng, Lei Guo, Jinchang Ren. Object detection in optical remote sensing images based on weakly supervised learning and high-level feature learning. IEEE Transactions on Geoscience and Remote Sensing, 53(6): 3325-3337, 2015. (ESI hot paper and highly cited paper)

[9] Dingwen Zhang, Junwei Han, Gong Cheng, Zhenbao Liu, Shuhui Bu, Lei Guo. Weakly supervised learning for target detection in remote sensing images. IEEE Geoscience and Remote Sensing Letters,12(4): 701-705, 2015.

[8] Xintao Hu, Cheng Lv,  Gong Cheng, Jinglei Lv, Lei Guo, Junwei Han, Tianming Liu. Sparsity constrained fMRI decoding of visual saliency in naturalistic video streams. IEEE Transactions on Autonomous Mental Development, 7(2):65-75, 2015.

[7] Gong Cheng, Peicheng Zhou, Junwei Han, Lei Guo, Jungong Han. Auto-encoder-based shared mid-level visual dictionary learning for scene classification using very high resolution remote sensing images. IET Computer Vision, 9(5): 639-647,2015.

[6] Junwei Han, Dongyang Wang, Ling Shao, Xiaoliang Qian, GongCheng, Jungong Han. Image visual attention computation and application via the learning of object attributes. Machine Vision and Applications, 25(7): 1671-1683, 2014.

[5] Junwei Han, Peicheng Zhou, Dingwen Zhang, Gong Cheng, Lei Guo, Zhenbao Liu, Shuhui Bu, Jun Wu. Efficient, simultaneous detection of multi-class geospatial targets based on visual saliency modeling and discriminative learning of sparse coding. ISPRS Journal of Photogrammetry and Remote Sensing, 89: 37-48, 2014. (ESI highly cited paper)

[4] Gong Cheng, Junwei Han, Peicheng Zhou, Lei Guo. Multi-class geospatial object detection and geographic image classification based on collection of part detectors. ISPRS Journal of Photogrammetry and Remote Sensing, 98: 119-132, 2014. (ESI highly cited paper)

[3] Gong Cheng, Lei Guo, Tianyun Zhao, Junwei Han, Huihui Li, Jun Fang. Automatic landslide detection from remote-sensing imagery using a scene classification method based on BoVWand pLSA. International Journal of Remote Sensing, 34(1): 45-59, 2013.

[2] Xiaoliang Qian, Junwei Han, Gong Cheng, Lei Guo. Optimal contrast based saliency detection. Pattern Recognition Letters, 34(11):1270-1278, 2013.

[1] Gong Cheng, Junwei Han, Lei Guo, Xiaoliang Qian, Peicheng Zhou, Xiwen Yao, XintaoHu. Object detection in remote sensing imagery using a discriminatively trained mixture model. ISPRS Journal of Photogrammetry and Remote Sensing, 85: 32-43, 2013.


Conference Papers

[12] Gong Cheng, Decheng Gao, Yang Liu, Junwei Han. Multi-scale and discriminative part detectors based features for multi-label image classification. 2018 International Joint Conference on Artificial Intelligence (IJCAI 2018), 2018. (CCF Rank A)

[11] Gong Cheng, Peicheng Zhou, Junwei Han. RIFD-CNN: Rotation-invariant and Fisher discriminative convolutional neural networks for object detection. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), pp. 2884-2893, Las  Vegas, June 26-30, 2016. (CCF Rank A)

[10] Gong Cheng, Chengcheng Ma, Peicheng Zhou, Xiwen Yao, Junwei Han. Scene classification of high resolution remote sensing images using convolutional neural networks. 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), pp. 767-770, Beijing, Jul. 10-15, 2016.

[9] Gong Cheng, Peicheng Zhou, Xiwen Yao, Chao Yao, Yanbang Zhang, Junwei Han. Object detection in VHR optical remote sensing images via learning rotation-invariant HOG features. 2016 4th International Workshop on Earth Observation and Remote Sensing Applications (EORSA 2016), pp. 433-436, Guangzhou, Jul. 4-6, 2016.

[8] Xiwen Yao, Junwei Han, Gong Cheng, Peicheng Zhou, Lei Guo. Semantic annotation of satellite images via joint multi-feature learning with diversity constraint. 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), pp. 5441-5444, Beijing, Jul. 10-15, 2016.

[7] Gong Cheng, Junwei Han, Lei Guo, Tianming Liu. Learning coarse-to-fine sparselets for efficient object detection and scene classification. 2015IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 1173-1181, Boston, Jun. 8-10, 2015. (CCF Rank A)

[6] Xiwen yao, Junwei Han, Gong cheng, Lei guo. Semantic segmentation based on stacked discriminative autoencoders and context-constrained weakly supervised learning. 2015 ACM Conference on Multimedia (ACM MM 2015), pp. 1211-1214, Brisbane, Oct. 26-30, 2015.

[5] Peicheng Zhou, Dingwen Zhang, GongCheng, Junwei Han. Negative bootstrapping for weakly supervised target detection in remote sensing images. 2015 IEEE International Conference on Multimedia Big Data (BigMM 2015), pp.318-323, Beijing, Apr. 20-22, 2015.

[4] Gong Cheng, Junwei Han, Peicheng Zhou, Lei Guo. Scalable multi-class geospatial object detectionin high-spatial-resolution remote sensing images. 2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), pp. 2479-2482, Quebec, Jul. 13-18, 2014.

[3] Gong Cheng, Junwei Han, Peicheng Zhou, Xiwen Yao, Dingwen Zhang, Lei Guo. Sparse coding based airport detection from medium resolution Landsat-7 satellite remote sensing images. 2014 3rd International Workshop on Earth Observation and Remote Sensing Applications (EORSA 2014), pp.226-230, Changsha, Jun. 11-14, 2014.

[2] Cheng Lv, Xintao Hu,Junwei Han, Gong Cheng, Lei Guo, Tianming Liu. Exploring consistent functional brain networks during free viewing of videos via sparse representation. 2014 IEEE International Symposiumon Biomedical Imaging (ISBI 2014), pp. 349-352, Beijing, Apr. 29-May 2, 2014.

[1] Junwei Han, Liye Sun, Dingwen Zhang, Xintao Hu, Gong Cheng, Lei Guo. Visual attention computation in video of driving environment. 2014 IEEE International Conference on Multimedia and Expo (ICME 2014), pp.1-6, Chengdu,Jul. 14-18, 2014.

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