Annual Cumulative Contents of Volume 28 Journal of Image and Graphics（2023）

No.1

Review

Deep learning-based image fusion：a survey …………………………………… Tang Linfeng，Zhang Hao，Xu Han，Ma Jiay（i0003）

Multi-modal visual tracking：a survey …………………………………………… Li Chenglong，Lu Andong，Liu Lei，Tang Jin（0037）

CNN-based remote sensing pan-sharpening：a critical review…………… Deng Liangjian，Ran Ran，Wu Xiao，Zhang Tianjing（0057）

The review of multi-focus image fusion methods based on deep learning …………………… Wang Lei，Qi Zhengzheng，Liu Yu（0080）

The critical review of the growth of deep learning-based image fusion techniques ………… Zuo Yifan，Fang Yuming，Ma Kede（0102）

A review of medical image fusion methods ………………………………………………………… Huang Yuping，Li Weisheng（0118）

Infrared and Visible Image Fusion

Analysis of quality objective assessment metrics for visible and infrared image fusion …………………………………………………………………………………………………………………………… Sun Bin，Gao Yunxiang，Zhuge Wuwei，Wang Zixuan（0144）

A deep progressive infrared and visible image fusion network ……………………………………………………………………………………………………………………………………… Qiu Defen，Hu Xingyu，Liang Pengwei，Liu Xianming，Jiang Junjun（0156）

Vision transformer for fusing infrared and visible images in groups ……………………… Sun Xuhui，Guan Zheng，Wang Xue（0166）

Multi-scale decomposition and octave convolution based infrared and visible image fusion………………………………………………………………………………………………………………………………………… Zhang Zihan，Wu Xiaojun，Xu Tianyang（0179）

Guided transformer for high-resolution visible image guided infrared image super-resolution……………………………………………………………………………………………………………… Qiu Defen，Jiang Junjun，Hu Xingyu，Liu Xianming，Ma Jiay（i0196）

Infrared and visible image fusion based on multi-level guided network ……………………………………………………………………………………………………………………………………… Wang Yanshun，Nie Rencan，Zhang Gucheng，Yang Xiaofe（i0207）

Medical Image Processing

Parallel decomposition adaptive fusion model：cross-modal image fusion of lung tumors ………………………………………………………………………………………………………………………… Zhou Tao，Liu Shan，Dong Yali，Bai Jing，Lu Huiling（0221）

Meta-optimized multi-adversarial domain adaptation for thyroid ultrasound image ……………………………………………………………………………………………………………… Ying Xiang，Liu Zhen，Zhu Jialin，Jiang Han，Zhang Ruixuan，Gao Jie（0234）

Multi-modal MR image super-resolution with residual dense attention network … Liu Yu，Zhu Wenyu，Cheng Juan，Chen Xun（0248）

Multiscale adaptive fusion network based algorithm for liver tumor detection ………………………………………………………………………………………………………………………………… Ma Jinlin，Ouyang Ke，Ma Ziping，Mao Kaiji，Chen Yong（0260）

Remote Sensing Image Processing

Hyperspectral and multispectral image fusion focused on error compensation …………………………… Fang Shuai，Xu Man（0277）

Deep network-interpreted multispectral image fusion in remote sensing ………………………………………………………………………………………………………………………………… Yu Dian，Li Kun，Zhang Wei，Li Duidui，Tian Xin，Jiang Hao（0290）

Remote sensing pan-sharpening based on channel fusion and progressive enhancement ……………… Jia Yanan，Guo Xiaojie（0305）

Multi-modal Information Fusion

Audio-visual adversarial contrastive learning-based multi-modal self-supervised feature fusion……………………………………………………………………………………………………………………………… Sheng Zhentao，Chen Yanxiang，Qi Guojun（0317）

No.2

Brain-inspired Vision

A literature review for neural networks-based encoding models of biological visual system……………………………………………………………………………………………………………………………………… Zheng Yajing，Yu Zhaofei，Huang Tiejun（0335）

A review of detailed network simulation methods ………………………………………………… Zhang Yichen，Huang Tiejun（0358）

Review of visual neural encoding and decoding methods in fMRI………… Du Changde，Zhou Qiongyi，Liu Che，He Huiguang（0372）

A summary of image recognition-relevant multi-layer spiking neural networks learning algorithms………………………………………………………………………………………………………………………………………… Li Yaxin，Shen Jiangrong，Xu Q（i0385）

Research on spiking neural networks for brain-inspired computing ……………… Huo Bingqiang，Gao Yanzhao，Qi Xiaofeng（0401）

Image Analysis and Recognition

Flame detection combined with receptive field and parallel RPN……………………………………………………………………………………………………………………………………… Bao Wenxia，Sun Qiang，Liang Dong，Hu Gensheng，Yang Xianjun（0418）

Region enhancement and multi-feature fusion for contraband recognition in X-ray images … Han Ping，Yang Hui，Fang Cheng（0430）

An adaptive occlusion-aware multiple targets tracking algorithm for low viewpoint……………………………………………………………………………………………………………………………………… Yue Yingying，Xu Dan，He Kangjian，Zhang Hao（0441）

Sparse constraint and spatial-temporal regularized correlation filter for UAV tracking ……………………………………………………………………………………………………………………………………… Tian Haodong，Zhang Jinpu，Wang Yuehuan（0458）

Global and spatial multi-scale contexts fusion for vehicle re-identification ……………………………………………………………………………………………………………… Wangzhenxue，Xu Zheming，Xue Yangyang，Lang Congyan，Li Zun，Wei Lil（i0471）

Image Understanding and Computer Vision

LiDAR point cloud semantic segmentation combined with sparse attention and instance enhancement ……………………………………………………………………………………………………………… Liu Sheng，Cao Yifeng，Huang Wenhao，Li Dingda（0483）

Multi-scale context information fusion for instance segmentation………………………………………………………………………………………………………………………………………… Wan Xinjun，Zhou Yiyun，Shen Mingfei，Zhou Tao，Hu Fuyuan（0495）

Leading weight-driven re-position relation network for figure question answering ……………………………………………………………………………………………………………………………………… Li Ying，Wu Qingfeng，Liu Jiatong，Zou Jialong（0510）

Visual localization system of integrated active and passive perception for indoor scenes…………………………………………………………………… Xie Ting，Zhang Xiaojie，Ye Zhichao，Wang Zihao，Wang Zheng，Zhang Yong，Zhou Xiaowei，Ji Xiaopeng（0522）

Image retrieval based on transformer and asymmetric learning strategy ………………………………… He Chao，Wei Hongx（i0535）

Computer Graphics

Real-time indirect glossy reflection based on linearly transformed spherical distributions ………………………………………………………………………………………………………………………… Xia Bo，Liu Yanli，Zeng Wei，Pu Yilei，Zhang Yanc（i0545）

Circle average nonlinear subdivision curve design with normal constraints ……………… Liu Yan，Shou Huahao，Ji Kangsong（0556）

Medical Image Processing

Performance evaluation of mainstream chromosome recognition algorithms under deep learning…………………………………………Yi Xusheng，Yin AiHua，Huang Jiesheng，Peng Jing，Chen Hanbiao，Guo Li，Lin Chengchuang，Li Shuangyin，Zhao Gansen（0570）

Gated recurrent unit method for motor tasks recognition using brain fMRI ……………… Yuan Zhen，Hou Yuliang，Du Yuhu（i0589）

A deep hash retrieval for large-scale chest radiography images ………………………………………………………………………………………………………………………………………… Guan Anna，Liu Li，Fu Xiaodong，Liu Lijun，Huang Qingsong（0601）

Remote Sensing Image Processing

Non-negative sparse component decomposition based modeling and robust unmixing for hyperspectral images …………………………………………………………………………………………… Wang Shunqing，Yang Jingxiang，Shao Yuantian，Xiao Liang（0613）

Airborne image segmentation via progressive multi-scale causal intervention ………………………………………………………………………………………………………………………… Zhou Feng，Hang Renlong，Xu Chao，Liu Qingshan，Yang Guowe（i0628）

No.3

Review

Cloud-stored image thumbnail-preserving encryption ………… Zhao Ruoyu，Ye Xi，Zhou Wentao，Zhang Yushu，Chai Xiul（i0645）

Image Processing

Two dimensional compressed-sensing-relevant thumbnail-preserving encryption method ………………………………………………………………………………………………………………………………………… Kuang Lin，Zou Menglei，Wen Wenying（0666）

Functional patterns-relevant blind-deblurring method for anti-counterfeiting code images ……………………………………………………………………………………………………………………… Liu Chang，Zheng Hong，Wang Tianyu，Zhou Chengzhuo（0680）

Edge-enhanced ultra high definition video quality assessment………………………………………………………………………………………………………………………………… Teng Jianxin，He Jiefeng，Yuan Jinchun，Xing Fengchuang，Wang Hanpin（0691）

Information Hiding

Improving deep learning-based video steganalysis with motion vector differences ………………………………………………………………………………………………………………… Hu Yongjian，Huang Xiongbo，Wang Yufei，Liu Beibei，Liu Shuowe（i0702）

Large-capacity data hiding and authentication method in encryted domain for medical image……………………………………………………………………………………………………… Wen Wenying，Zou Menglei，Fang Yuming，Zhang Yushu，Zuo Yifan（0716）

General variable-length code mapping relevant reversible data hiding in JPEG bitstream ………………………………………………………………………………………………………… Wang Ke，Wu Shaowu，Yin Xiaolin，Fu Jingqiao，Chen Bing，Lu We（i0734）

Image processing network-inverted identifiable secure natural steganography…………………………………………………………………………………………………………………………………… Wang Jian，Chen Kejiang，Zhang Weiming，Yu Nengha（i0749）

Sender-deniable image steganography …………………………………………………………………… Xu Yong，Xia Zhihua（0760）

Image Forensics

Semantic consistency-relevant multitask splicing-tampered detection………………………………………………………………………………………………………………………………………… Zhang Yulin，Wang Hongxia，Zhang Rui，Zhang Jingyuan（0775）

Human facial texture and fore-background differences-relevant anti-spoofing detection …………………………………………………………………………………………………………… Zhu Jianqiu，Hua Yang，Song Xiaoning，Wu Xiaojun，Feng Zhenhua（0789）

CNN and T ransformer-coordinated deepfake detection ………………………… Li Ying，Bian Shan，Wang Chuntao，Lu We（i0804）

Data-free model compression for light-weight DeepFake detection …………… Zhuo Wenqi，Li Dongze，Wang Wei，Dong Jing（0820）

Model Security

Non-semantic information suppression relevant backdoor defense implementation ………………………………………………………………………………………………………………………… Guo Yusheng，Qian Zhenxing，Zhang Xinpeng，Chai Hongfeng（0836）

Adversarial attack method identification model based on multi-factor compression error…………………………………………………………………………………………………………………………………………… Zhao Junjie，Wang Jinwei，Wu Junfeng（0850）

Image-imperceptible backdoor attacks ………… Zhu Shuweng，Luo Ge，Wei Ping，Li Sheng，Zhang Xinpeng，Qian Zhenxing（0864）

No.4

Review

Image engineering in China：2022 ………………………………………………………………………………… Zhang Yujin（0879）

A brief analysis of ChatGPT：historical evolution，current applications，and future prospects ……………………………………………………………………………………………………………………… Liu Yuliang，Li Hongliang，Bai Xiang，Jin Lianwen（0893）

A review of disentangled representation learning for visual data processing and analysis ……………………………………………………………………………………………………… Li Yating，Xiao Jing，Liao Liang，Wang Zheng，Chen Wenyi，Wang M（i0903）

Model distillation for high-level semantic understanding：a survey ………………………………… Sun Ruoyu，Xiong Hongka（i0935）

Review of optimization methods for supervised deep learning …………………………………………………………………………………………………………………………………………… Jiang Lingyi，Zheng Yifeng，Chen Che，Li Guohe，Zhang Wenjie（0963）

Image Analysis and Recognition

Ship hull number detection and recognition under sparse samples ……… Hong Hanyu，Chen Bingchuan，Ma Lei，Zhang Biyin（0984）

NAS-FPNLite object detection method fused with cross stage connection and inverted residual …………………………………………………………………………………………………… Wang Hongxia，Zhang Yongshan，Song Bang，Chen Deshan，Yang Y（i1004）

Multi-scale local feature enhanced transformer network for pavement crack detection…………………………………………………………………………………………………………………………………………… Xu Zhengsen，Lei Xiangda，Guan Haiyan（1019）

Video anomaly detection by fusing self-attention and autoencoder ……………………………………………………………………………………………………………………………… Liang Jiafei，Li Ting，Yang Jiaqi，Li Yanan，Fang Zhiwen，Yang Feng（1029）

Multimodal spatial-temporal feature representation and its application in action recognition ……………………………………………………………………………………………………………………… Shi Haiyong，Hou Zhenjie，Chao Xin，Zhong Zhuokun（1041）

Image Understanding and Computer Vision

Multi-layer adaptive aggregation self-supervised few-shot learning image classification …………………… Lyu Jia，Wu Ruoyu（1056）

Consensus graph learning-based self-supervised ensemble clustering……… Geng Weifeng，Wang Xiang，Jing Liping，Yu Jian（1069）

Super-resolution reconstruction of binocular image based on multi-level fusion attention network …………………………………………………………………………………………………………………………………… Xu Lei，Song Huihui，Liu Qingshan（1079）

A vectorized spherical convolutional network for recognizing 3D mesh models with unknown rotation ……………………………………………………………………………………………………………………………… Zhang Qiang，Zhao Jieyu，Chen Hao（1091）

Fashion clothing matching by global-local feature optimization ………………………………………………………………………………………………………………………………………… Wang Yunzhu，Liu Li，Fu Xiaodong，Liu Lijun，Huang Qingsong（1104）

Medical Image Processing

CentroidNet：a light-weight，fast nuclei centroid detection model for breast Ki67 scoring ………………………………………………………………………………………………………………………………… Wen Ke，Jin Xu，An Hong，He Jie，Wang Jue（1119）

Classification of whole slide images of breast histopathology based on spatial correlation characteristics …………………………………………………………… Zhao Yingli，Ding Weilong，You Qinghua，Zhu Fenglong，Zhu Xiaojie，Zheng Kui，Liu Dandan（1134）

Temporal series features extraction based on Bi-ConvLSTM of Alzheimer’s disease pridiction CTISS model…………………………………………………………………………………………………………………… Hong Xin，Huang Kaifeng，Yang Chenhu（i1146）

Multi-scale feature fusion and additive attention guide brain tumor MR image segmentation ………………………………………………………………………………………………………………………… Sun Jiakuo，Zhang Rong，Guo Lijun，Wang Jianhua（1157）

A micro-hyperspectral image classification method of gallbladder cancer based on multi-scale fusion attention mechanism ………………………………………………………………… Gao Hongmin，Zhu Min，Cao Xueying，Li Chenming，Liu Qin，Xu Peipe（i1173）

Multi-label classification of chest X-ray images with pre-trained vision Transformer model …………………………………………………………………………………………………………………… Xing Suxia，Ju Zihan，Liu Zijiao，Wang Yu，Fan Fuqiang（1186）

Semi-supervised dual-task cross-consistency constraint network for 3D cardiac MRI segmentation …… Su Yixin，Xiao Zhiyong（1198）

CG-DRR：digital reconstructed radiograph generation algorithm based on Cycle-GAN …………………………………………………………………………………………………… Zhang Mengxi，Wei Ran，Liu Bo，Xu Shouping，Bai Xiangzhi，Zhou Fugen（1212）

No.5

Review

A summary on group re-identification ……………………………… Zhang Quan，Lai Jianhuang，Xie Xiaohua，Chen Hongxu（1225）

Cloth-changing person re-identification：a summary … Zhang Peng，Zhang Xiaolin，Bao Yongtang，Ben Xianye，Shan Caifeng（1242）

Cross-view gait recognition：a review………………… Xu Wenzheng，Huang Tianhuan，Ben Xianye，Zeng Yi，Zhang Junping（1265）

Visible-infrared cross-modal pedestrian detection：a summary ……………………………………………………………………………………………………………………… Bie Qian，Wang Xiao，Xu Xin，Zhao Qijun，Wang Zheng，Chen Jun，Hu Ruimin（1287）

Multimodal referring expression comprehension based on image and text：a review ………………………………………………………………………………………………………………… Wang Li’an，Miao Peihan，Su Wei，Li Xi，Ji Naye，Jiang Yanbing（1308）

Frontier

ReID2.0：from person ReID to portrait interpretation…………………… Wang Shengjin，Dou Zhaopeng，Fan Yixuan，Li Yal（i1326）

Dataset

Newly low-resolution pedestrian re-identification-relevant dataset and its benched method ……………………………………………………………………………………………… Yang Lulu，Lan Long，Sun Dongting，Teng Xiao，Ben Xianye，Shen Xiaobo（1346）

Person Re-identification

Foreground segmentation-relevant multi-feature fusion person re-identification …………………………………………………………………………………………………………………………………………… Zhang Hongying，Wang Xuyong，Peng Xiaowen（1360）

Consistency constraints and label optimization-relevant domain-unsupervised adaptive pedestrians’ re-identification …………………………………………………………………………………………………………………………… Wu Yuhang，Sang Nong（1372）

Transformer network for cross-modal text-to-image person re-identification ……………………………… Jiang Ding，Ye Mang（1384）

Sketch images-guided clothes-changing person re-identification ……………………………………… Liu Yuqi，Ma Bingpeng（1396）

Spatiotemporal distance and multiple networks mutual learning-relevant pedestrian re-identification…………………………………………………………………………………………………………………………………… Li Kuan，Gong Xun，Fan Jianfeng（1409）

Dual grained feature fusion network-relevant cross-modality pedestrian re-identification ……… Ma Xiaofeng，Cheng Wengang（1422）

Human Identification Based on Face，Iris and Gait

Soft threshold denoising and video data fusion-relevant low-quality 3D face recognition … Sang Gaoli，Xiao Shudi，Zhao Qijun（1434）

Robust optical flow estimation method based on structure-texture aware retinex model and its application on face anti-spoofing …………………………………………………………………………………… Cai Zemin，Liao Xiaoxin，Lai Jianhuang，Chen Jun（1445）

Iris-periocular features-fused non-collaborative authentication …………… Chen Ying，Wu Wenqiang，Xu Liang，Guo Shubin（1462）

Multifaceted-features enhancement-relevant gait recognition method ………………………………………………………………………………………………………………………… Hou Saihui，Fu Yang，Li Aoqi，Liu Xu，Cao Chunshui，Huang Yongzhen（1477）

Pedestrian Attributes Recognition

Pedestrian attribute recognition method based on the progressive iterative optimization ……………………………………………………………………………………………………………………………… Ding Zhengyan，Shang Yanfeng，Zhang Chongyang（1487）

Video Action Detection

Modeling interaction and profiling dependency-relevant video action detection ………… He Chujing，Liu Qinying，Wang Zile（i1499）

No.6

Intelligent Interaction and Cross modal Learning

Human-computer interaction for virtual-real fusion … Tao Jianhua，Gong Jiangtao，Gao Nan，Fu Siwei，Liang Shan，Yu Chun（1513）

A survey on encoding and decoding technology of non-invasive brain-computer interface ……………………………………………………… Qiu Shuang，Yang Banghua，Chen Xiaogang，Wang Yijun，Xu Minpeng，Lyu Baoliang，Gao Xiaorong，He Huiguang（1543）

Research progress on wisdom museums in metaverse …………………………………………………………………………………………………………………… Geng Guohua，He Xiaowei，Wang Meili，Yuan Qingshu，Yin Guojun，Xu Yang，Pan Zhigeng（1567）

Survey of imitation learning：tradition and new advances……………………………………………………………………………………………………………………………………… Zhang Chao，Bai Wensong，Du Xin，Liu Weijie，Zhou Chenhao，Qian Hu（i1585）

Cross-modal representation learning and generation…………………………………………………………………………………………………………………………… Liu Huafeng，Chen Jingjing，Li Liang，Bao Bingkun，Li Zechao，Liu Jiaying，Nie Liqiang（1608）

Object Detection and Image Reconstruction

Review on optical visual sensor technology ………………………………………………………………………………………………………………… Xu Jiangtao，Wang Xinyang，Wang Tingdong，Chen Xin，Song Zongxi，Lei Hao，Liu Gang，Wen Desheng（1630）

Progress in small object detection for remote sensing images ……………………………………………………………………………Yuan Xiang，Cheng Gong，Li Ge，Dai Wei，Yin Wenxin，Feng Yingchao，Yao Xiwen，Huang Zhongling，Sun Xian，Han Junwe（i1662）

A survey of hyperspectral image super-resolution method ……………………………………………………………………………………………………………… Nie Jiangtao，Zhang Lei，Wei Wei，Yan Qingsen，Ding Chen，Chen Guochao，Zhang Yanning（1685）

Progres of deep learning based quantitative MRI reconstruction methods ……………………………………………………………………………………………………………………………… Ye Huihui，Chen Yuting，Hu Dakun，Li Shizhuo，Liu Huafeng（1698）

3D object detection for autonomous driving from image：a survey ——benchmarks，constraints and error analysis ……………………………… Li Xiying，Ye Zhihui，Wei Shikui，Chen Ze，Chen Xiaotong，Tian Yonghong，Dang Jianwu，Fu Shujun，Zhao Yao（1709）

Scene point cloud understanding and reconstruction technologies in 3D space …………………………………………………………… Gong Jingyu，Lou Yujing，Liu Fengqi，Zhang Zhiwei，Chen Haoming，Zhang Zhizhong，Tan Xin，Xie Yuan，Ma Lizhuang（1741）

Pattern Recognition and Intelligent Visualization

Open set text recognition technology ………… Yang Chun，Liu Chang，Fang Zhiyu，Han Zheng，Liu Chenglin，Yin Xucheng（1767）

Overview of artificial intelligence model watermarking……………………………………………………………………………………………… Wu Hanzhou，Zhang Jie，Li Yue，Yin Zhaoxia，Zhang Xinpeng，Tian Hui，Li Bin，Zhang Weiming，Yu Nengha（i1792）

Research status of cardiac image segmentation based on deep learning………………… Zeng Jiatao，Zhang Heye，Liu Huafeng（1811）

Recent progress in person re-ID……………………………………………………………………… Zhang Yongfei，Yang Hangyuan，Zhang Yujia，Dou Zhaopeng，Liao Shengcai，Zheng Weishi，Zhang Shiliang，Ye Mang，Yan Yichao，Li Junjie，Wang Shengjin（1829）

Research progress of six degree of freedom（6DoF）video technology………………………………………………………………………… Wang Xu，Liu Qiong，Peng Zongju，Hou Junhui，Yuan Hui，Zhao Tiesong，Qin Yi，Wu Kejun，Liu Wenyu，Yang You（1863）

A review of forest visualization and forest fire simulation technology research…………………………………………………………………………………… Huai Yongjian，Meng Qingkuo，Ma Tianrong，Xu Haifeng，Zhao Xi，Cheng Mingzhi，Huang Xinyuan（1891）

Intelligent visualization and visual analytics ………… Tao Jun，Zhang Yu，Chen Qing，Liu Can，Chen Siming，Yuan Xiaoru（1909）

No.7

Review

Deep learning based video-related super-resolution technique：a survey………………………………………………………………………………………………………………………… Jiang Junjun，Cheng Hao，Li Zhenyu，Liu Xianming，Wang Zhongyuan（1927）

Deep learning based two-dimension human pose estimation：a critical analysis ……… Kong Yinghui，Qin Yinfeng，Zhang Ke（1965）

A survey of medical image captioning technique：encoding，decoding and latest advance……………………… Zhu Yi，Li Xiu（1990）

Image Processing and Coding

A complex background-related binarization method for document-contextual information processing……………………………………………………………………………………………………………………………… Wang Hongxia，Wu Jiali，Chen Deshan（2011）

A dual of real image noise-related blind denoising technique … Ding Yuehao，Wu Hao，Kong Fengling，Xu Dan，Yuan Guowu（2026）

Image Analysis and Recognition

ProMIS：probability-based multi-object image synthesis-relevant weakly supervised object detection method ……………………………………………………………………………………………………… Li Xiaoyan，Kan Meina，Liang Hao，Shan Shiguang（2037）

RIC-NVNet：night-time vehicle enhancement network for vehicle model recognition…… Yu Ye，Chen Weixiao，Chen Fengxin（2054）

Mutual attention mechanism-driven lightweight semantic segmentation network …………… Li Fengyong，Ye Bin，Qin Chuan（2068）

Selecting and fusing coarse-and-fine granularity features for fine-grained image recognition ………… Yang Zhimin，Song We（i2081）

Local feature fusion network-based few-shot image classification ………………… Dong Yangyang，Song Beibei，Sun Wenfang（2093）

Image Understanding and Computer Vision

A dense residual structure and multi-scale pruning-relevant point cloud compression network …………………………………………………………………………………………………………… Zhu Wei，Zhang Yuhang，Ying Yue，Zheng Yayu，He Defeng（2105）

MASR-PSN：a low-resolution photometric stereo images-relevant deep learning model for high-resolution surface normal reconstruction……………………………………………………… Ju Yakun，Jian Muwei，Rao Yuan，Zhang Shu，Gao Feng，Dong Junyu（2120）

Recurrent slice networks-based 3D point cloud-relevant integrated segmentation of semantic and instances …………………………………………………………………………………………………………… Liu Suyi，Chi Jianning，Wu Chengdong，Xu Fang（2135）

Virtual Reality and Augmented Reality

Dynamic 3D scenario-oriented monocular SLAM based on semantic probability prediction ……………………………………………………………………………………… Pan Xiaokun，Liu Haomin，Fang Ming，Wang Zheng，Zhang Yong，Zhang Guofeng（2151）

Multi-agent path planning based on improved double DQN ………………………………………………………………………………………………………………………………………… Zhang Chen，Jiang Wenying，Chen Siyuan，Zhou Wen，Yan Fengting（2167）

Medical Image Processing

Multi-level parallel neural networks based multimodal human brain tumor image segmentation framework ……………………………………………………………………………………………………… Ding Yi，Zheng Wei，Geng Ji，Qiu Luyi，Qin Zhiguang（2182）

Ultrasonic image segmentation of thyroid nodules-relevant multi-scale feature based h-shape network ……………………………………………………………………………………………………………………………… Yu Dian，Peng Yanjun，Guo Yanfe（i2195）

Remote Sensing Image Processing

IIQ-CNN-based cross-domain change detection of SAR images …………………………………………………………………………………………………………………………………… Wang Rongfang，Wang Liang，Li Chang，Huo Chunlei，Chen Jiawe（i2208）

No.8

Intelligent Processing and Recognition of Document Images

Frontiers of intelligent document analysis and recognition：review and prospects …………………………………………………………………………………………………………………………… Liu Chenglin，Jin Lianwen，Bai Xiang，Li Xiaohui，Yin Fe（i2223）

Text-centric image analysis techniques：a crtical review………………………………………………………………………………………………………… Zhang Yan，Li Qiang，Shen Huawen，Zeng Gangyan，Zhou Yu，Ma Can，Zhang Yuan，Wang Weiping（2253）

Visual information extraction deep learning method：a critical review………………… Lin Zening，Wang Jiapeng，Jin Lianwen（2276）

SCID：a Chinese characters invoice-scanned dataset in relevant to key information extraction derived of visually-rich document images……………………………………………………………………………… Qiao Liang，Li Zaisheng，Cheng Zhanzhan，Li X（i2298）

AsymcNet：a document images-relevant asymmetric geometry correction network ……………………………………………………………………………………………………………………………………… Qin Hai，Li Yijie，Liang Qiaokang，Wang Yaonan（2314）

Multi-feature fusion based automatic reconstruction in related to Chinese ancient manuscript fragments of Dunhuang ……………………………………………………………………………………… Zheng Yutong，Li Xuelong，Yin Zixuan，Gao Ge，Weng Yu（2330）

Hierarchical semantics-fused scene text detection………………… Wang Zixiao，Xie Hongtao，Wang Yuxin，Zhang Yongdong（2343）

An encoder-decoder based generation model for online handwritten mathematical expressions ………………………………………………………………………………………………………………………… Yang Chen，Du Jun，Xue Mobai，Zhang Jianshu（2356）

Multi-loss siamese convolutional neural network for Chinese calligraphy font and style classification…………………………………………………………………………………… Cheng Wenyan，Zhou Yong，Tao Chengying，Liu Li，Li Zhigang，Qiu Taorong（2370）

A method of radical form and hierarchical structure based handwritten Chinese character error correction……………………………………………………………………………………………………………… Li Yunqing，Du Jun，Hu Pengfei，Zhang Jianshu（2382）

Review

The growth of image-related three dimensional reconstruction techniques in deep learning-driven era：a critical summary ………………………………………………………………………………… Yang Hang，Chen Rui，An Shipeng，Wei Hao，Zhang Heng（2396）

Image Understanding and Computer Vision

The improved atrous spatial pyramid pooling and polarized self-attention based bottom-up panoptic segmentation ………………………………………………………………………………………………………………………………… Li Xinye，Chen Ding（2410）

Mutual attention diversity feature fusion network-relevant fine-grained classification………………………………………………………………………………………… Huang Gang，Zheng Yuanlin，Liao Kaiyang，Lin Guangfeng，Cao Congjun，Song Xuefang（2420）

The 3D point cloud based semantic information-relevant map construction method for unrecognized scenario ……………………………………………………………………………………………………………………… Ma Miao，Liu Peimin，Pan Haipeng（2432）

Computer Graphics

SPH fluid-solid interacted real-time solid fracture animation …………… Shao Xuqiang，Zhang Xin，Yang Shihe，Jin Yizhong（2447）

Medical Image Processing

Pre analysis of difficulty in renal tumor enucleation surgery based on deep learning and image automation evaluation …………………… Liu Yunpeng，Wu Tielin，Cai Wenli，Wang Renfang，Sun Dechao，Gan Kaifeng，Li Jin，Jin Ran，Qiu Hong，Xu Huixia（2461）

Quality assessment for fetal four-chamber ultrasound views based on two-stage segmentation………………………………………………………………………………………………… Xu Guangzhu，Qian Yifan，Wang Yang，Liu Rong，Zhou Jun，Lei Bangjun（2476）

A lightweight network-involute and decoupled for panoramic wisdom tooth detection …………………………………………………………………………………………………………………………… Zeng Yifeng，Yao Xiao，Hua Fei，Wang Peipei，Gu Min（2491）

Remote Sensing Image Processing

Linear tensor subapace model based hyperspectral image denoising …………………………………………………………………………………………………………………… Long Zhen，Liu Yipeng，Gou Yixin，Zeng Sixing，Liu Jiani，Wen Fei，Zhu Ce（2505）

Location information-fused estimation method in relevance to tropical cyclone intensity…………………………………………………………………………………………………………………………… Liu Yingjie，Zhang Rui，Liu Qingshan，Hang Renlong（2522）

Geoinformatics

Multiple unmanned surface vehicles-based path planning method for sea patrol ……………………………………………………………………………………………… Wang Chaofei，Wang Shenzhi，Song Shiji，Wang Kai，Wu Shuai，Huang Gao，Wu Cheng（2536）

Research on visual analysis methods of bird satellite tracking data：a case study analysis for Nipponia nippon……………………………………………………………………………………………………… Li Xinyue，Jiang Xian，Cao Weiqun，Liu Dongping（2549）

No.9

intelligent methods for object detection under complex scene

Recent advances in drone-view object detection …………………………………………………………………………………………………………………………… Leng Jiaxu，Mo Mengjingcheng，Zhou Yinghua，Ye Yongming，Gao Chenqiang，Gao Xinbo（2563）

Survey of small object detection …………………………………… Pan Xiaoying，Jia Ningxing，Mu Yuanzhen，Gao Xuanrong（2587）

Object detection techniques based on deep learning for aerial remote sensing images：a survey……………………………………………………………………………… Shi Zhenghao，Wu Chenwei，Li Chengjian，You Zhenzhen，Wang Quan，Ma Chengcheng（2616）

Image-level labeled weakly supervised object detection：a survey……………… Chen Zhenyuan，Wang Zhendong，Gong Chen（2644）

Survey on Transformer for image classification……………………………………………………………………………………………………………………… Shi Zhenghao，Li Chengjian，Zhou Liang，Zhang Zhijun，Wu Chenwei，You Zhenzhen，Ren Wenq（i2661）

NSPDet：real-time nearby-aware pedestrian detection algorithm for multi-scene surveillance at night ………………………………………………………………………………………………………………………… Gong An，Li Zhonghao，Liang Chenhong（2693）

Lightweight object detection model in remote sensing image by combining rotation box and attention mechanism ………………………………………………………………………………………………………… Li Zhaohui，An Jintang，Jia Hongyu，Fang Yan（2706）

Open-set object detection based on annular prototype space optimization …… Sun Xuhao，Shen Yang，Wei Xiushen，An Peng（2719）

Mitosis detection by appearance and motion pattern perception … Lin Fanchao，Xie Hongtao，Liu Chuanbin，Zhang Yongdong（2733）

Review

The development，application，and future of LLM similar to ChatGPT ……… Yan Hao，Liu Yuliang，Jin Lianwen，Bai Xiang（2749）

Overview of the computational intelligence method in 3D point cloud registration ………………………………………………………Wu Yue，Yuan Yongzhe，Xiang Benhua，Sheng Jinlong，Lei Jiayi，Hu Congying，Gong Maoguo，Ma Wenping，Miao Qiguang（2763）

Deep-learning-based image captioning：analysis and prospects ……………………………………………………………………………………… Zhao Yongqiang，Jin Zhi，Zhang Feng，Zhao Haiyan，Tao Zhengwei，Dou Chengfeng，Xu Xinhai，Liu Donghong（2788）

Survey on knowledge distillation and its application ………………………………………………… Si Zhaofeng，Qi Honggang（2817）

Image Processing and Coding

Efficient tone mapping via macro and micro information enhancement and color correction ……………………………………………………………………………………………………… Zhu Zhongjie，Cui Weifeng，Bai Yongqiang，Jing Weiyi，Jin Minhong（2833）

Low-light image enhancement and denoising with internal and external priors …………………………………………………………………………………………………………………………………… Du Shuangli，Dang Hui，Zhao Minghua，Shi Zhenghao（2844）

Image Analysis and Recognition

Infrared target tracking algorithm based on attention mechanism enhancement and target model update …………………………………………………………………………………………………… Ji Qingbo，Chen Kuicheng，Hou Changbo，Li Ziqi，Qi Yufe（i2856）

Human similar action recognition by fusing saliency image semantic features…………………………………………………………………………………………………………………………………… Bai Zhongyu，Ding Qichuan，Xu Hongli，Wu Chengdong（2872）

Image Understanding and Computer Vision

Complex gesture pose estimation network fusing multiscale features ……………… Jia Di，Li Yuyang，An Tong，Zhao Jinyuan（2887）

Meta-transfer learning in cross-domain image classification with few-shot learning……………………………………………………………………………………………………………………………… Du Yandong，Feng Lin，Tao Peng，Gong Xun，Wang Jun（2899）

Visual-semantic dual-disentangling for generalized zero-shot learning ……… Han Ayou，Yang Guan，Liu Xiaoming，Liu Yang（2913）

Medical Image Processing

Vessel segmentation of OCTA images based on latent vector alignment and swin Transformer ……………………………………………… Xu Cong，Hao Huaying，Wang Yang，Ma Yuhui，Yan Qifeng，Chen Bang，Ma Shaodong，Wang Xiaogui，Zhao Yitian（2927）

Remote Sensing Image Processing

Key sub-region feature fusion network for fine-grained ship detection and recognition in remote sensing images ………………………………………………………………………………………………………………… Zhang Lei，Chen Wen，Wang Yuehuan（2940）

Interferometric phase denoising combining global context and fused attention……………………………………………………………………………………………………………………………… Zeng Qingwang，Dong Zhangyu，Yang Xuezhi，Chong Fating（2956）

No.10

Review

Vision Transformer-based recognition tasks：a critical review ……………………………………… Zhou Lijuan，Mao Jianing（2969）

Overview of human-facial-related age syntheis based generative adversarial network methods ………………………………………………………………………………………………………… Wang Yibo，Zhang Ke，Kong Yinghui，Yu Tingting，Zhao Shiwe（i3004）

The growth of UAV aerial images-related power lines detection：a literature review of 2023 …………………………………………………………………………………………………………………………………… Liu Chuanyang，Wu Yiquan，Liu Jingjing（3025）

Image Processing and Coding

Binocular rivalry-based stereoscopic images quality assessment relevant to its asymmetric and distorted contexts………………………………………………………………………………… Tang Yiling，Jiang Shunliang，Xu Shaoping，Xiao Jian，Chen Xiaojun（3049）

Image Analysis and Recognition

Self-supervised E-Swin based transmission line fittings detection …………………………………………………………………………………………………………………… Zhang Ke，Zhou Ruiheng，Shi Chaojun，Han Shuo，Du Mingkun，Zhao Zhenbing（3064）

Proposal-free video grounding based on motion excitation ……………………………………… Guo Yichen，Li Kun，Guo Dan（3077）

A Gaussian mask-based correlation filter tracking algorithm ……… Wang Fasheng，Yin Shuangshuang，He Bing，Sun Fuming（3092）

Short-term memory and CenterTrack based vehicle-related multi-target tracking method ……………………………………………………………………………………………………………… Zhang Yao，Lu Huanzhang，Wang Jue，Zhang Luping，Hu Moufa（3107）

Feature point distribution of the surface light field-measured oil painting similarity identification ………………………………………………………………………………………………………………… Xiao Zhaolin，Sun Tongxin，Zhang Jingrui，Jin Haiyan（3123）

Adaptive parameters based borescope image-related damage detection of aeroengine……………………………………………………………………………………………………… Huang Rui，Cheng Xuyi，Wang Ruofei，Duan Bokun，Chen Xiaolu，Fan We（i3136）

Image Understanding and Computer Vision

Semantic segmentation and model matching-integrated indoor scenario-relevant reconstruction method……………………………………………………………………… Ning Xiaojuan，Gong Liang，Han Yi，Ma Ting，Shi Zhenghao，Jin Haiyan，Wang Yinghu（i3149）

Scene-constrained spatial-temporal graph convolutional network for pedestrian trajectory prediction……………………………………………………………………………………………………………………………………………… Chen Haodong，Ji Qingge（3163）

Medical Image Processing

An efficient Transformer-based object-capturing video annotation method ……………………………………………………………………………………………………………………………………… Zhao Jie，Yuan Yongsheng，Zhang Pengyu，Wang Dong（3176）

SA-TF-UNet：a Transformer and spatial attention mechanisms based hippocampus segmentation network ……………………………………………………………………………………………………………………… Ou Yuxuan，Gao Min，Zhao Di，Liu Jun（3191）

A Transformer network based CT image segmentation for COVID-19-derived lung disease…………………………………………………………………………………………………………………………… Fan Shenglan，Bai Zhengyao，Lu Qianjie，Zhou Xue（3203）

A dual-encoder feature attention network for surgical instrument segmentation …………………………………………………………………………………………………………………………………………… Yang Lei，Gu Yuge，Bian Guibin，Liu Yanhong（3214）

Group attention-based medical image segmentation model…………… Zhang Xuefeng，Zhang Sheng，Zhang Donghui，Liu Ru（i3231）

Over-parametric convolution and attention mechanism-fused pleural effusion tumor cell clump segmentation network …………………………………………………………………………………………………… Chen Sizhuo，Zhao Meng，Shi Fan，Huang We（i3243）

Remote Sensing Image Processing

Correlation subdomain alignment network based cross-domain hyperspectral image classification method…………………………………………………………………………………………………………………… Wang Haoyu，Cheng Yuhu，Wang Xuesong（3255）

High-order conditional random fields-relevant multi-branch polarimetric SAR image classification …………………………………………………………………………………………………………………… Zhang Fan，Yan Minchao，Ni Jun，Xiang Deliang（3267）

Geoinformatics

A dual of Transformer features-related map-intelligent generation method ………………… Fang Zheng，Fu Ying，Liu Lixiong（3281）

No.11

Review

Deep learning-based quality enhancement for 3D point clouds：a survey ……………………………………………………………………………………………………………… Chen Jianwen，Zhao Lili，Ren Lancao，Sun Zhuoqun，Zhang Xinfeng，Ma Siwe（i3295）

Progress in multi-modal image semantic segmentation based on deep learning……………………… Zhao Shenlu，Zhang Qiang（3320）

Survey of image semantic segmentation methods in the deep learning era… Yan Yi，Deng Chao，Li Lin，Zhu Lingkun，Ye Biao（3342）

Review of deep learning methods for karyotype analysis………………………………………………… Luo Chunlong，Zhao Y（i3363）

Dataset

SSRGFD：stereo super-resolution image general forensic dataset…………………………………………………………………………………………………………………………… Yin Chengxi，Zhang Bolin，Luo Junwei，Zhu Chuntao，Fu Jingqiao，Lu We（i3386）

Image Processing and Coding

Self-adaptive semantic awareness network for blind image quality assessment …… Chen Jian，Wan Jiaze，Lin Li，Li Zuoyong（3400）

Dual-branch low-light image enhancement network via YCbCr space divide-and-conquer ……………………………………………………………………………………………………………………… Yan Xiaoyang，Wang Huake，Hou Xingsong，Dun Yujie（3415）

Chaotic image encryption algorithm based on elliptic curve and adaptive DNA coding ………………………………………………………………………………………………………………………………………… Xiao Dinghan，Yu Simin，Wang Qianxue（3428）

HDA-GAN：hybrid dual attention generative adversarial network for image inpainting …………………………………………………………………………………………………………………………………… Lan Zhi，Yan Caiping，Li Hong，Zheng Yadan（3440）

Image Analysis and Recognition

Local similarity anomaly for general face forgery detection …… Dai Yunshu，Fei Jianwei，Xia Zhihua，Liu Jianan，Weng Jian（3453）

Cross-domain unsupervised Re-ID algorithm based on neighbor adversarial and consistency loss ……………………………………………………………………………………………………………… Zhu Jinlei，Li Yanfeng，Chen Houjin，Sun Jia，Pan Pan（3471）

Combining cross-layer feature fusion with cascade detectors for anti-vibration hammer defects detection …………………………………………………………………………………………… Liang Huagang，Zhao Huixia，Liu Lihua，Yue Peng，Zheng Zhenyu（3485）

Defect detection of tower bolts by fusion of priori information and feature constraints ……………………………………………………………………………………………………………………………… Yan Guangwei，Zhou Xiangjun，Jiao Runhai，He Hu（i3497）

Small object detection for ocean eddies using contextual information and attention mechanism ……………………………………………………………………………………………………………… Du Yanling，Wu Tianyu，Chen Kuo，Chen Gang，Song We（i3509）

Image Understanding and Computer Vision

3D object detection in road scenes by pseudo-LiDAR point cloud augmentation…………………………………………………………………………………………………………………………………… Jin Shuai，Li Xuanpeng，Yang Feng，Zhang Weigong（3520）

Transformer-based multi-style information transfer in image processing……………… Sun Meiting，Dai Longquan，Tang Jinhu（i3536）

Pose-guided instance-aware learning for driver distraction recognition…………… Li Shaofan，Gao Shangbing，Zhang Yingying（3550）

Answer mask-fused visual question answering model …… Wang Feng，Shi Fangyu，Zhao Jia，Zhang Xuesong，Wang Xuefeng（3562）

Medical Image Processing

Boundary-preserving multi-scale glomerulus segmentation for full-stained kidney slice ……………………………………………………………………………………………………………………………… Hua Yong，Li Zhenzhen，Pan Jianhong，Yang Xuan（3575）

Cephalometric landmark keypoints localization based on convolution-enhanced Transformer…………………………………………………………………………………………………… Yang Heng，Gu Chenliang，Hu Houmin，Zhang Jing，Li Kang，He Ling（3590）

Pancreas segmentation based on 3D path aggregation high-resolution network ………………………………………………………………………………………………………………………………………… Yin Jing，Liu Zhe，Song Yuqing，Qiu Chengjian（3602）

Spine CT image segmentation based on Transformer ……………………………………………………… Lu Ling，Qi Weimin（3618）

No.12

Review

A survey on adversarial training for robust learning …………………………………………………………………………………………………………………… Sui Chenhong，Wang Ao，Zhou Shengwen，Zang Ankang，Pan Yunhao，Liu Hao，Wang Haipeng（3629）

A review of skeleton-based human action recognition ……………………………… Lu Jian，Li Xuanfeng，Zhao Bo，Zhou Jian（3651）

Survey of image composition based on deep learning ………………………………………………………………………………………………………………………… Ye Guosheng，Wang Jianming，Yang Zizhong，Zhang Yuhang，Cui Rongkai，Xuan Shua（i3670）

Image Processing and Coding

Structure prior guided text image inpainting model ………… Liu Yuxuan，Zhao Qijun，Pan Fan，Gao Dingguo，Danzeng Pubu（3699）

Screen-shooting robust watermarking with end-to-end neural network …………………… Wu Jiayi，Li Xiaomeng，Qin Chuan（3713）

Motion deblurring based on deep feature fusion attention and double-scale…………………………………………………………………………………………………………………………………… Chen Jiabao，Xiong Bangshu，Kuang Fa，Zhang Zhaozhong（3731）

Image super-resolution with channel-attention-embedded Transformer …………………………………………………………………………………………………………… Xiong Wei，Xiong Chengyi，Gao Zhirong，Chen Wenqi，Zheng Ruihua，Tian Jinwen（3744）

Image Analysis and Recognition

Self-attention fusion and modulation for weakly supervised semantic segmentation……… Shi Deshuo，Li Junxia，Liu Qingshan（3758）

Lightweight video object segmentation algorithm based on adaptive weight update …………………………………………………………………………………………………………… Wang Shuiyuan，Hou Zhiqiang，Li Fucheng，Ma Sugang，Yu Wangsheng（3772）

Orthogonality-constrained multihead self-attention for scene text recognition…………………………… Xu Shicheng，Zhu Ziq（i3784）

Small-target vehicle detection by fusing non-adjacent hopping and multi-scale residual structures…………………………………………………………………………………………… Zhang Hao，Dong Kailong，Gao Shangbing，Liu Bin，Hua Qifan，Zhang Ge（3797）

Image Understanding and Computer Vision

Label distribution learning and spatio-temporal attentional awareness for video action quality assessment………………………………………………………………………………………………………………………………… Zhang Yu，Xu Tianyu，Mi Siya（3810）

Image style transfer via curved stroke rendering ……………………………………… Rao Shijin，Qian Wenhua，Zhang Jiebao（3825）

Aspect-level multimodal co-attention graph convolutional sentiment analysis model …………………………………………………………………………………………………………………………… Wang Shunjie，Cai Guoyong，Lyu Guangrui，Tang Weibo（3838）

Orthogonality-constrained multihead self-attention for scene text recognition…………………………… Xu Shicheng，Zhu Ziq（i3855）

Face age synthesis fusing channel-coordinate attention mechanism and parallel dilated convolution …………………………………………………………………………………………………… Zhang Ke，Yu Tingting，Shi Chaojun，Lou Wenshuo，Liu Yang（3870）

Point cloud segmentation algorithm fusing few-shot meta-learning and prototype alignment……………… Qiu Yunfei，Niu Jialu（3884）

Medical Image Processing

Edge-distribution-guided high-resolution network for colorectal polyp segmentation ………………………………………………………………………………………………………………………………… Lin Jiali，Li Yongqiang，Xu Xizhou，Feng Yuanjing（3897）

Remote Sensing Image Processing

RTDNet：red tide detection network for high-resolution satellite images…………………………………………………………………………………………………………………………………………… Cui Binge，Fang Xi，Lu Yan，Huang Ling，Liu Rongjie（3911）

Joint self-attention Transformer for multispectral and hyperspectral image fusion ………………………… Li Miaoyu，Fu Ying（3922）

End of Volume