Tam Nguyen : University of Dayton, Ohio

Selected Publications and Journal Articles

Full publication on Google Scholar at https://scholar.google.com/citations?user=qIaGn7YAAAAJ

Tung Minh Tran; Tu N. Vu; Nguyen D. Vo; Tam V. Nguyen; Khang Nguyen. “Anomaly Analysis in Images and Videos: A Comprehensive Review”, ACM Computing Surveys, 2022, – 2020 Impact Factor: 10.282 (ranked 4/137 in Computer Science Theory & Methods) (SCI).

Wei-Chih Chern, Tam V. Nguyen, Vijayan K. Asari, Hongjo Kim. “Impact of Loss Functions on Semantic Segmentation in Far-field Monitoring”, Journal of Computer-Aided Civil and Infrastructure Engineering, 2022, – IF = 11.775 (SCIE).

Khang Nguyen; Thuan Trong Nguyen; Thuan Q. Nguyen; An Nguyen; Nguyen D. Vo; Tam V. Nguyen. “A Benchmark of Parsing Vietnamese Publications”, IEEE Access, 2022, – IF = 3.367 (SCIE).

Xuan-Duong Nguyen, Anh-Khoa Nguyen Vu, Thanh-Danh Nguyen, Nguyen Phan, Bao-Duy Duyen Dinh, Nhat-Duy Nguyen, Tam V. Nguyen, Vinh-Tiep Nguyen, Duy-Dinh Le. “Adaptive Multi-Vehicle Motion Counting”, Journal of Signal, Image and Video Processing , 2022, – IF = 2.157 (SCIE).

Anh-Khoa Nguyen Vu, Nhat-Duy Nguyen, Khanh-Duy Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo, Thanh-Toan Do, Tam V. Nguyen. “Few-Shot Object Detection via Baby Learning”, Journal of Image and Vision Computing, 2022, – IF = 2.818 (SCI).

Trung-Nghia Le, Tam V. Nguyen, Minh-Triet Tran. “Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation”, Journal of Machine Vision and Applications, 2022, – IF = 2.012 (SCIE).

Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung. “Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing”, IEEE Transactions on Neural Networks and Learning Systems, 2022, – IF = 10.451 (SCIE).

Trung-Nghia Le, Yubo Cao, Tan-Cong Nguyen, Minh-Quan Le, Khanh Nguyen, Thanh-Toan Do, Minh-Triet Tran, Tam V. Nguyen. “Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite”, IEEE Transactions on Image Processing, 2022, – IF = 10.856 (SCI).

Vatsa Patel, Zhongliang Nie, Trung-Nghia Le, Tam V. Nguyen. “Masked Face Analysis via Multi-Task Deep Learning”, Journal of Imaging, 2021, (E-SCI).

Dhaval Kadia, Md Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan Asari. “R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation”, IEEE Access, Vol.9, pp. 88835-88843, 2021, – IF = 3.745 (SCIE).

Tam V. Nguyen, Somaraju Kamma, Vamsi Adari, Tyler Lesthaeghe, Thomas Boehnlein, Victoria Kramb. “Mixed Reality System for Non-Destructive Evaluation Training”, Journal of Virtual Reality, (VIRE), 2021, – IF = 3.634 (SCIE).

Jinnan Yan, Trung-Nghia Le, Khanh-Duy Nguyen, Minh-Triet Tran, Thanh-Toan Do, Tam V. Nguyen. “MirrorNet: Bio-Inspired Camouflaged Object Segmentation”, IEEE Access, Vol. 9, pp. 43290 – 43300, 2021, – IF = 3.745 (SCIE).

Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung. “Unsupervised Deep Cross-modality Spectral Hashing”, IEEE Transactions on Image Processing (T-IP), Vol. 29, pp. 8391 – 8406, 2020, – IF = 9.34 (SCI).

Samah Baraheem, Tam V. Nguyen. “Text-to-image via mask anchor points”, Pattern Recognition Letters (PRL), Vol. 133, pp. 25-32, 2020, – IF = 2.81 (SCI).

Tam V. Nguyen, Zhe Huang, Saiteja Bethini, Venkata Prasanth, Phu. H. Phung. “Secure CAPTCHAs via Object Segment Collage”, IEEE Access, Vol. 8, pp. 84230 – 84238, 2020, – IF = 4.098 (SCIE).

Khang Nguyen, Nhut T. Huynh, Phat C. Nguyen, Khanh-D. Nguyen, Nguyen D. Vo, Tam V. Nguyen. “Detecting Objects from Space: An Evaluation of Deep Learning Modern Approaches”, Journal of Electronics, Vol. 9, pp. 583:1-18, 2020, – IF = 1.764 (SCIE).

Ly Vu, Kha Nguyen, Tam V. Nguyen, Tu Nguyen, Fabio Massacci, Phu H. Phung. “HIT4Mal: Hybrid image transformation for malware classification”, Transactions on Emerging Telecommunications Technologies (ETT), 2020, – IF = 1.258 (SCIE).

Tam V. Nguyen, Khanh Nguyen, Thanh-Toan Do. “Semantic Prior Analysis for Salient Object Detection”, IEEE Transactions on Image Processing (T-IP), Vol. 28, Issue 6, pp. 3130-3141, 2019, – IF = 6.79 (SCI).

Trung-Nghia Le, Tam V. Nguyen, Zhongliang Nie, Minh-Triet Tran, A. Sugimoto.“Anabranch Network for Camouflaged Object Segmentation.”, Journal of Computer Vision and Image Understanding (CVIU), Vol. 184, pp. 45-56, 2019, IF = 2.645 (SCI).

Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le, Huu Le, Tam V. Nguyen, Ngai-Man Cheung.“Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning.”, IEEE Transactions on Image Processing (T-IP), Vol. 28, Issue 10, pp. 4954-4969, 2019, – IF = 6.79 (SCI).

Khanh-Duy Nguyen, Khang Nguyen, Duy-Dinh Le, Duc Anh Duong, Tam V. Nguyen. “YADA: You Always Dream Again for Better Object Detection”, Journal of Multimedia Tools and Applications (MTA), Vo. 78, No. 19, pp. 28189-28208, 2019, – IF = 2.101 (SCIE).

Vinh-Tiep Nguyen, Duy-Dinh Le, Minh-Triet Tran, Tam V. Nguyen, Thanh D. Ngo, Shinichi Satoh, Duc A. Duong. “Video Instance Search via Spatial Fusion of Visual Words and Object Proposals”, International Journal of Multimedia Information Retrieval (IJMIR), Vol. 8, Issue 3, pp. 181–192, 2019, IF = 2.2 (E-SCI).

Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le, Huu Le, Tam V. Nguyen, Ngai-Man. Cheung.“From selective deep convolutional features to compact binary representations for image retrieval”, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 15, No. 2, pp. 43:1-43:22, 2019 – IF = 2.019 (SCIE).

Khanh-Duy Nguyen, Khang Nguyen, Duy-Dinh Le, Duc Anh Duong, Tam V. Nguyen. “You Always Look Again: Learning to Detect the Unseen Objects”, Journal of Visual Communication and Image Representation (JVCI), Vol. 60, pp. 206-216, 2019 – IF = 2.259 (SCIE).

Tam V. Nguyen, Qi Zhao, Shuicheng Yan. “Attentive Systems: A Survey”, International Journal of Computer Vision (IJCV) Vol.126, No. 1, pp. 86–110, 2018, – IF = 11.541 (SCI).

S. Ding, B. Mirza, Z. Lin, J. Cao, X. Lai, Tam V. Nguyen, J. Sepulveda. “Kernel based Online Learning for Imbalance Multiclass Classification”, Neurocomputing, Vol.277, pp. 139–148, 2018 – IF = 3.317 (SCI).

Tam V. Nguyen, B. Mirza. “Dual-layer Kernel Extreme Learning Machine for Action Recognition”, Neurocomputing, Vol.260, pp. 123–130, 2017 – IF = 3.317 (SCI).

Tam V. Nguyen, Mohan Kankanhalli. “As-Similar-As-Possible Saliency Fusion”, Multimedia Tools and Applications (MTA), Vol. 76 Issue (8), pp. 10501-10519, 2017 – IF = 1.530 (SCIE).

Tam V. Nguyen, Jose Sepulveda. “Augmented Immersion: Video Cutout and Gesture-guided Embedding for Gaming Applications”, Multimedia Tools and Applications (MTA), Vol. 75, No. 20, pp. 12351-12363, 2016 – IF = 1.346 (SCIE).

Tam V. Nguyen, Zheng Song, Shuicheng Yan. “STAP: Spatial-Temporal Attention-aware Pooling for Action Recognition”, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 25, No. 1, pp. 77-86, 2015 – IF = 2.615 (SCI).

Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan. “Adaptive Nonparametric Image Parsing”, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), pp. 1565-1575, 2015 (SCI).

Tam V. Nguyen, Jiashi Feng, Shuicheng Yan. “Seeing Human Weight from a Single RGB-D Image”, Journal of Computer Science and Technology (JCST), Vol. 29, No. 5, pp. 777-784, 2014 – IF = 0.642 (SCIE).

Bingbing Ni, Mengdi Xu, Tam V. Nguyen, Congyan Lang, Zhongyang Huang, Meng Wang, Shuicheng Yan. “Touch Saliency: Characteristics and Prediction”, IEEE Transactions on Multimedia (T-MM), Vol. 16, No. 6, pp. 1779-1791, 2014 – IF = 1.776 (SCIE).

Yanxiang Chen, Tam V. Nguyen, Mohan Kankanhalli, Jun Yuan, Shuicheng Yan. “Audio Matters in Visual Attention”, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 24, No. 11, pp. 1992-2003, 2014 – IF = 2.259 (SCI).

Tam V. Nguyen, Bingbing Ni, Hairong Liu, Wei Xia, Jiebo Luo, Mohan Kankanhalli, Shuicheng Yan, “Image Re-Attentionizing”, In IEEE Transactions on Multimedia (T-MM), Vol. 15, No. 8, pp. 1910-1919, 2013 – IF = 1.935 (SCIE).

Tam V. Nguyen, Si Liu, Jun Tan, Bingbing Ni, Yong Rui, Shuicheng Yan. “Towards Decrypting Attractiveness via Multi-Modality Cues”. In ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), Vol. 9, No. 4, pp. 28:1-28:20, 2013 – IF = 1.425 (SCIE).