Shiguo Lian

Orcid: 0000-0003-4308-7049

Affiliations:
  • Unicom Digital Technology, AI Innovation Center, Beijing, China
  • CloudMinds Technologies Inc., Beijing, China (2016 - 2019)
  • Huawei Central Research Institute, Media Lab, Beijing, China (2010 - 2016)
  • France Telecom R&D (Orange Labs) Beijing, China (2005 - 2010)
  • Nanjing University of Science and Technology, Department of Automation, Nanjing, China (PhD 2005)


According to our database1, Shiguo Lian authored at least 199 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hybrid attention transformer with re-parameterized large kernel convolution for image super-resolution.
Image Vis. Comput., 2024

Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models.
CoRR, 2024

Methodology of Adapting Large English Language Models for Specific Cultural Contexts.
CoRR, 2024

CHiSafetyBench: A Chinese Hierarchical Safety Benchmark for Large Language Models.
CoRR, 2024

TP3M: Transformer-based Pseudo 3D Image Matching with Reference.
CoRR, 2024

RAOD: A Benchmark for Road Abandoned Object Detection From Video Surveillance.
IEEE Access, 2024

A Novel Vision-Based Truck-Lifting Accident Detection Method for Truck-Lifting Prevention System in Container Terminal.
IEEE Access, 2024

Optimized Conversational Gesture Generation with Enhanced Motion Feature Extraction and Cascaded Generator.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

What is the Best Model? Application-Driven Evaluation for Large Language Models.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

Reparameterization-Based Parameter-Efficient Fine-Tuning Methods for Large Language Models: A Systematic Survey.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

TP3M: Transformer-based Pseudo 3D Image Matching with Reference Image.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Query Expansion and Verification with Large Language Model for Information Retrieval.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Self-supervised Visual Anomaly Detection with Image Patch Generation and Comparison Networks.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Spatial-Temporal Transformer Network for Continuous Action Recognition in Industrial Assembly.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Semi-supervised Object Detection: A Survey on Recent Research and Progress.
CoRR, 2023

Application-Driven AI Paradigm for Person Counting in Various Scenarios.
CoRR, 2023

A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images.
IEEE Access, 2023

Multimodal Activity Detection for Natural Interaction with Virtual Human.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

Patch-Wise Auto-Encoder for Visual Anomaly Detection.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
Application-Driven AI Paradigm for Hand-Held Action Detection.
CoRR, 2022

Application-Driven AI Paradigm for Human Action Recognition.
CoRR, 2022

TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance.
CoRR, 2022

Data-Centric AI Paradigm Based on Application-Driven Fine-grained Dataset Design.
CoRR, 2022

Unsupervised Industrial Anomaly Detection via Pattern Generative and Contrastive Networks.
CoRR, 2022

A Waste Copper Granules Rating System Based on Machine Vision.
CoRR, 2022

A Survey on Unsupervised Industrial Anomaly Detection Algorithms.
CoRR, 2022

Vision-Based Defect Classification and Weight Estimation of Rice Kernels.
IEEE Access, 2022

2021
Vision-based robotic grasping from object localization, object pose estimation to grasp estimation for parallel grippers: a review.
Artif. Intell. Rev., 2021

A Novel Speech-Driven Lip-Sync Model with CNN and LSTM.
Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020
A survey on face data augmentation for the training of deep neural networks.
Neural Comput. Appl., 2020

Multi-secret image sharing based on elementary cellular automata with steganography.
Multim. Tools Appl., 2020

Appearance-Invariant 6-DoF Visual Localization using Generative Adversarial Networks.
CoRR, 2020

2019
How Old Are You? Face Age Translation with Identity Preservation Using GANs.
CoRR, 2019

Vision-based Robotic Grasping from Object Localization, Pose Estimation, Grasp Detection to Motion Planning: A Review.
CoRR, 2019

Fine-grained Attention-based Video Face Recognition.
CoRR, 2019

Deep Learning-based Face Pose Recovery.
CoRR, 2019

Wearable Travel Aid for Environment Perception and Navigation of Visually Impaired People.
CoRR, 2019

Synthetic Data Generation and Adaption for Object Detection in Smart Vending Machines.
CoRR, 2019

A Survey on Face Data Augmentation.
CoRR, 2019

A Novel Feedback Mechanism-Based Stereo Visual-Inertial SLAM.
IEEE Access, 2019

Deep Global-Relative Networks for End-to-End 6-DoF Visual Localization and Odometry.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Deep Consistent Illumination in Augmented Reality.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

A Neural Virtual Anchor Synthesizer Based on Seq2Seq and GAN Models.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Video Synthesis of Human Upper Body with Realistic Face.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction System.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation.
Proceedings of the International Conference on Robotics and Automation, 2019

Real-Time 3D Object Detection and Tracking in Monocular Images of Cluttered Environment.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Feature Aggregation Network for Video Face Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Facial Pose Estimation by Deep Learning from Label Distributions.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Deep Learning Based Wearable Assistive System for Visually Impaired People.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Falls Prediction Based on Body Keypoints and Seq2Seq Architecture.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Small Obstacle Avoidance Based on RGB-D Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

A Realistic Face-to-Face Conversation System Based on Deep Neural Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Deep Learning Based Robot for Automatically Picking Up Garbage on the Grass.
IEEE Trans. Consumer Electron., 2018

Virtual-Blind-Road Following-Based Wearable Navigation Device for Blind People.
IEEE Trans. Consumer Electron., 2018

Deep Global-Relative Networks for End-to-End 6-DoF Visual Localization and Odometry.
CoRR, 2018

2017
Smart guiding glasses for visually impaired people in indoor environment.
IEEE Trans. Consumer Electron., 2017

Forensics feature analysis in quaternion wavelet domain for distinguishing photographic images and computer graphics.
Multim. Tools Appl., 2017

Hybrid multiplicative multi-watermarking in DWT domain.
Multidimens. Syst. Signal Process., 2017

2016
Automatic age estimation based on deep learning algorithm.
Neurocomputing, 2016

2015
Innovations in emerging multimedia communication systems.
Telecommun. Syst., 2015

Unsupervised mining of visually consistent shots for sports genre categorization over large-scale database.
Telecommun. Syst., 2015

A novel feature fusion based framework for efficient shot indexing to massive web videos.
Telecommun. Syst., 2015

An intelligent screen system for context-related scenery viewing in smart home.
IEEE Trans. Consumer Electron., 2015

Hybrid additive multi-watermarking and decoding.
Multim. Syst., 2015

2014
Automatic user state recognition for hand gesture based low-cost television control system.
IEEE Trans. Consumer Electron., 2014

Digital video watermarking based on intra prediction modes for audio video coding standard.
Multim. Syst., 2014

Adaptive steganography based on block complexity and matrix embedding.
Multim. Syst., 2014

2013
Hybrid additive watermarking and its decoders.
Telecommun. Syst., 2013

Innovative multimedia communication and services.
Telecommun. Syst., 2013

Advanced news video parsing via visual characteristics of anchorperson scenes.
Telecommun. Syst., 2013

Smart privacy-preserving screen based on multiple sensor fusion.
IEEE Trans. Consumer Electron., 2013

Mobile camera based cross-screen interaction by object matching and tracking.
IEEE Trans. Consumer Electron., 2013

Detect image splicing with artificial blurred boundary.
Math. Comput. Model., 2013

On the design of partial encryption scheme for multimedia content.
Math. Comput. Model., 2013

Mathematical and Computer Modelling in Information System Security.
Math. Comput. Model., 2013

Robust human body segmentation based on part appearance and spatial constraint.
Neurocomputing, 2013

Editorial: special issue on Service-Based Electronic Commerce Systems.
Electron. Commer. Res., 2013

A cryptosystem based on elementary cellular automata.
Commun. Nonlinear Sci. Numer. Simul., 2013

2012
Efficient information hiding in H.264/AVC video coding.
Telecommun. Syst., 2012

Lightweight secure multimedia distribution based on homomorphic operations.
Telecommun. Syst., 2012

Multi-stream 3D video distribution over peer-to-peer networks.
Signal Process. Image Commun., 2012

A novel watermarking method for software protection in the cloud.
Softw. Pract. Exp., 2012

On the hybrid multi-watermarking.
Signal Process., 2012

Understanding and analyzing network traffic.
IEEE Netw., 2012

Steganalysis of adaptive image steganography in multiple gray code bit-planes.
Multim. Tools Appl., 2012

Special issue on multimedia analysis and security.
Multim. Tools Appl., 2012

Content distribution and copyright authentication based on combined indexing and watermarking.
Multim. Tools Appl., 2012

Advanced partial encryption using watermarking and scrambling in MP3.
Multim. Tools Appl., 2012

Tracking video objects with feature points based particle filtering.
Multim. Tools Appl., 2012

A novel color image encryption algorithm based on DNA sequence operation and hyper-chaotic system.
J. Syst. Softw., 2012

Guest Editorial.
J. Networks, 2012

Special issue on ubiquitous multimedia services.
Inf. Syst. Frontiers, 2012

Automatic and fast temporal segmentation for personalized news consuming.
Inf. Syst. Frontiers, 2012

Multipoint-to-point communications for SHE surveillance with QoS and QoE management.
Eng. Appl. Artif. Intell., 2012

Multimedia Applications and Security in MapReduce: Opportunities and Challenges.
Concurr. Comput. Pract. Exp., 2012

On multiwatermarking in cloud environment.
Concurr. Comput. Pract. Exp., 2012

Special Issue on Multimedia Computing and Management in Cloud Environment.
Concurr. Comput. Pract. Exp., 2012

Abstract interpretation-based semantic framework for software birthmark.
Comput. Secur., 2012

Weighted Stego-Image Steganalysis of Messages Hidden into Each Bit Plane.
Comput. J., 2012

On F5 Steganography in Images.
Comput. J., 2012

2011
Chaos-Based Video Encryption Algorithms.
Proceedings of the Chaos-Based Cryptography - Theory, Algorithms and Applications, 2011

Availability-Aware Multimedia Scheduling in Heterogeneous Wireless Networks.
IEEE Trans. Veh. Technol., 2011

Image authentication based on perceptual hash using Gabor filters.
Soft Comput., 2011

Special issue on soft computing for digital information forensics.
Soft Comput., 2011

Automatic video temporal segmentation based on multiple features.
Soft Comput., 2011

Network traffic monitoring, analysis and anomaly detection [Guest Editorial].
IEEE Netw., 2011

Real-time video streaming over multipath in multi-hop wireless networks.
Multim. Syst., 2011

On the Typical Statistic Features for Image Blind Steganalysis.
IEEE J. Sel. Areas Commun., 2011

A passive image authentication scheme for detecting region-duplication forgery with rotation.
J. Netw. Comput. Appl., 2011

Dependable multimedia communications: Systems, services, and applications.
J. Netw. Comput. Appl., 2011

Guest Editorial.
J. Multim., 2011

On the Collusion-Resistance of the Fingerprinting Algorithm Based on Additive Watermarking.
J. Multim., 2011

Adaptive personalized recommendation based on adaptive learning.
Neurocomputing, 2011

Tournament-based congestion control protocol for multimedia streaming in ubiquitous sensor networks.
Int. J. Commun. Syst., 2011

A Special Section of Intelligent Automation and Soft computing - Soft Computing For Copyright Protection.
Intell. Autom. Soft Comput., 2011

On the Secure Watermark Embedding Scheme Based on Selective Encryption.
Intell. Autom. Soft Comput., 2011

Innovative Internet video consuming based on media analysis techniques.
Electron. Commer. Res., 2011

Editorial: special issue on ubiquitous electronic commerce systems.
Electron. Commer. Res., 2011

Service and P2P based secure media sharing in mobile commerce environments.
Electron. Commer. Res., 2011

Scheduling security-critical multimedia applications in heterogeneous networks.
Comput. Commun., 2011

Special issue on soft computing for information system security.
Appl. Soft Comput., 2011

Traceable content protection based on chaos and neural networks.
Appl. Soft Comput., 2011

Crossing road monitoring system based on adaptive decision for illegal situation.
Appl. Soft Comput., 2011

Robust and discriminative image authentication based on sparse coding.
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2010
Content-Based Video Copy Detection - A Survey.
Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010

Multimedia Forensics for Detecting Forgeries.
Proceedings of the Handbook of Information and Communication Security, 2010

Content and Service Protection for the Ubiquitous TV Based on Network Convergence.
Wirel. Pers. Commun., 2010

Introduction to special issue on secure multimedia services.
Telecommun. Syst., 2010

Secure service convergence based on scalable media coding.
Telecommun. Syst., 2010

Reliable JPEG steganalysis based on multi-directional correlations.
Signal Process. Image Commun., 2010

Guest Editorial.
J. Multim., 2010

Improved LSB-matching Steganography for Preserving Second-order Statistics.
J. Multim., 2010

On the DCT Based Joint Fingerprint Embedding and Decryption Scheme.
J. Multim., 2010

Ordinal extreme learning machine.
Neurocomputing, 2010

Trust Issues and Solutions in Multimedia Content Distribution.
Int. J. Dependable Trust. Inf. Syst., 2010

A Speed-Adaptive Media Encryption Scheme for Real-Time Recording and Playback System.
EURASIP J. Wirel. Commun. Netw., 2010

Secure and traceable multimedia distribution for convergent Mobile TV services.
Comput. Commun., 2010

A hybrid game model based on reputation for spectrum allocation in wireless networks.
Comput. Commun., 2010

Special issue on multimedia networking and security in convergent networks.
Comput. Commun., 2010

Modification ratio estimation for a category of adaptive steganography.
Sci. China Inf. Sci., 2010

Efficient Temporal Segmentation for Sports Programs with Special Cases.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Projection Vector Machine: One-stage learning algorithm from high-dimension small-sample data.
Proceedings of the International Joint Conference on Neural Networks, 2010

On the Secure Multimedia Distribution Scheme Based on Partial Encryption.
Proceedings of IEEE International Conference on Communications, 2010

2009
Quasi-commutative watermarking and encryption for secure media content distribution.
Multim. Tools Appl., 2009

On the Design of Secure Multimedia Authentication.
J. Univers. Comput. Sci., 2009

Multimedia Security in Communication (MUSIC).
J. Univers. Comput. Sci., 2009

Protecting Mobile TV Multimedia Content in DVB/GPRS Heterogeneous Wireless Networks.
J. Univers. Comput. Sci., 2009

Recent Advances in Multimedia Information System Security.
Informatica (Slovenia), 2009

Editorial.
Informatica (Slovenia), 2009

Secure video distribution scheme based on partial encryption.
Int. J. Imaging Syst. Technol., 2009

A block cipher based on chaotic neural networks.
Neurocomputing, 2009

The France Telecom Orange Labs (Beijing) Video High-level Feature Extraction Systems - TrecVid 2009 Notebook Paper.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

A Secure Solution for Ubiquitous Multimedia Broadcasting.
Proceedings of IEEE International Conference on Communications, 2009

2008
Collusion-Traceable Secure Multimedia Distribution Based on Controllable Modulation.
IEEE Trans. Circuits Syst. Video Technol., 2008

Secure media content distribution based on the improved set-top box in IPTV.
IEEE Trans. Consumer Electron., 2008

Digital rights management for the home TV based on scalable video coding.
IEEE Trans. Consumer Electron., 2008

Locally optimum detection for Barni's multiplicative watermarking in DWT domain.
Signal Process., 2008

Secure multimedia communication.
Secur. Commun. Networks, 2008

Efficient video encryption scheme based on advanced video coding.
Multim. Tools Appl., 2008

Secure multimedia watermarking authentication in wavelet domain.
J. Electronic Imaging, 2008

On the Robustness of the Delay-Based Fingerprint Embedding Scheme
CoRR, 2008

On the joint audio fingerprinting and decryption scheme.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Desynchronized image fingerprint for large scale distribution.
Proceedings of the International Conference on Image Processing, 2008

2007
Multimedia Content Protection Based on Chaotic Neural Networks.
Proceedings of the Computational Intelligence in Information Assurance and Security, 2007

Commutative Encryption and Watermarking in Video Compression.
IEEE Trans. Circuits Syst. Video Technol., 2007

Secure Fractal Image Coding
CoRR, 2007

Image Authentication Based on Neural Networks
CoRR, 2007

One-way Hash Function Based on Neural Network
CoRR, 2007

On the Performance of Joint Fingerprint Embedding and Decryption Scheme
CoRR, 2007

Secure Video Multicast Based on Desynchronized Fingerprint and Partial Encryption.
Proceedings of the Digital Watermarking, 6th International Workshop, 2007

Secure Media Distribution Scheme Based on Chaotic Neural Network.
Proceedings of the Advances in Neural Networks, 2007

Image Steganography Based on Quantization-Embedders Combination.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Joint Fingerprint Embedding and Decryption for Video Distribution.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006
Secure advanced video coding based on selective encryption algorithms.
IEEE Trans. Consumer Electron., 2006

Quaternion Diffusion for Color Image Filtering.
J. Comput. Sci. Technol., 2006

Secure hash function based on neural network.
Neurocomputing, 2006

Security Analysis of A Chaos-based Image Encryption Algorithm
CoRR, 2006

Secure multimedia browser over network.
Proceedings of the Visual Information Processing XV, 2006

Image Desynchronization for Secure Collusion-Resilient Fingerprint in Compression Domain.
Proceedings of the Advances in Multimedia Information Processing, 2006

Desynchronization in Compression Process for Collusion Resilient Video Fingerprint.
Proceedings of the Digital Watermarking, 5th International Workshop, 2006

Data Hiding in Neural Network Prediction Errors.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Hash function based on chaotic neural networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Semi-Fragile Watermarking Authentication with Local and Global Watermarks.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Secure Distribution Scheme for Compressed Data Streams.
Proceedings of the International Conference on Image Processing, 2006

Robustness Analysis of Watermarking Schemes Based on Two Novel Transforms.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

2005
Selective Video Encryption Based on Advanced Video Coding.
Proceedings of the Advances in Multimedia Information Processing, 2005

Image Hiding by Non-uniform Generalized LSB and Dynamic Programming.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

2004
A Novel Fast Image Encryption Scheme Based on 3D Chaotic Baker Maps.
Int. J. Bifurc. Chaos, 2004

A Selective Image Encryption Scheme Based on JPEG2000 Codec.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

A Novel Image Encryption Scheme Based-on JPEG Encoding.
Proceedings of the 8th International Conference on Information Visualisation, 2004

A Chaotic-Neural-Network-Based Encryption Algorithm for JPEG2000 Encoded Images.
Proceedings of the Advances in Neural Networks, 2004

A Fast MPEG4 Video Encryption Scheme Based on Chaotic Neural Network.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Perceptual cryptography on SPIHT compressed images or videos.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

A fast video encryption scheme based-on chaos.
Proceedings of the 8th International Conference on Control, 2004

A secure 3D-SPIHT codec.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Perceptual Cryptography on JPEG2000 Compressed Images or Videos.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004


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