Transformer-Encoder Detector Module: Using Context to Improve Robustness to Adversarial Attacks on Object Detection
Faisal Alamri,
Sinan Kalkan,
Nicolas Pugeault
![Responsive image](/icpr/media/video_thumbnails/12039.jpg)
Auto-TLDR; Context Module for Robust Object Detection with Transformer-Encoder Detector Module
Similar papers
Detecting Objects with High Object Region Percentage
Fen Fang, Qianli Xu, Liyuan Li, Ying Gu, Joo-Hwee Lim
![Responsive image](/icpr/media/video_thumbnails/11740.jpg)
Auto-TLDR; Faster R-CNN for High-ORP Object Detection
Abstract Slides Poster Similar
Tilting at Windmills: Data Augmentation for Deeppose Estimation Does Not Help with Occlusions
Rafal Pytel, Osman Semih Kayhan, Jan Van Gemert
![Responsive image](/icpr/media/video_thumbnails/12165.jpg)
Auto-TLDR; Targeted Keypoint and Body Part Occlusion Attacks for Human Pose Estimation
Abstract Slides Poster Similar
CCA: Exploring the Possibility of Contextual Camouflage Attack on Object Detection
Shengnan Hu, Yang Zhang, Sumit Laha, Ankit Sharma, Hassan Foroosh
![Responsive image](/icpr/media/video_thumbnails/11801.jpg)
Auto-TLDR; Contextual camouflage attack for object detection
Abstract Slides Poster Similar
Adaptive Word Embedding Module for Semantic Reasoning in Large-Scale Detection
Yu Zhang, Xiaoyu Wu, Ruolin Zhu
![Responsive image](/icpr/media/video_thumbnails/11100.jpg)
Auto-TLDR; Adaptive Word Embedding Module for Object Detection
Abstract Slides Poster Similar
AdvHat: Real-World Adversarial Attack on ArcFace Face ID System
Stepan Komkov, Aleksandr Petiushko
![Responsive image](/icpr/media/video_thumbnails/10934.jpg)
Auto-TLDR; Adversarial Sticker Attack on ArcFace in Shooting Conditions
Abstract Slides Poster Similar
MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu
![Responsive image](/icpr/media/video_thumbnails/11879.jpg)
Auto-TLDR; MAGNet: A Multi-Region Attention-Aware Grounding Network for Free-form Textual Queries
Abstract Slides Poster Similar
Object Detection Using Dual Graph Network
Shengjia Chen, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma
![Responsive image](/icpr/media/video_thumbnails/11247.jpg)
Auto-TLDR; A Graph Convolutional Network for Object Detection with Key Relation Information
Defense Mechanism against Adversarial Attacks Using Density-Based Representation of Images
Yen-Ting Huang, Wen-Hung Liao, Chen-Wei Huang
![Responsive image](/icpr/media/video_thumbnails/11274.jpg)
Auto-TLDR; Adversarial Attacks Reduction Using Input Recharacterization
Abstract Slides Poster Similar
Context for Object Detection Via Lightweight Global and Mid-Level Representations
Mesut Erhan Unal, Adriana Kovashka
![Responsive image](/icpr/media/video_thumbnails/11898.jpg)
Auto-TLDR; Context-Based Object Detection with Semantic Similarity
Abstract Slides Poster Similar
VTT: Long-Term Visual Tracking with Transformers
Tianling Bian, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
![Responsive image](/icpr/media/video_thumbnails/12040.jpg)
Auto-TLDR; Visual Tracking Transformer with transformers for long-term visual tracking
Multi-Modal Contextual Graph Neural Network for Text Visual Question Answering
Yaoyuan Liang, Xin Wang, Xuguang Duan, Wenwu Zhu
![Responsive image](/icpr/media/thumbnails/1025_FI.pdf.jpg)
Auto-TLDR; Multi-modal Contextual Graph Neural Network for Text Visual Question Answering
Abstract Slides Poster Similar
Attack-Agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning
Matthew Watson, Noura Al Moubayed
![Responsive image](/icpr/media/video_thumbnails/11867.jpg)
Auto-TLDR; Explainability-based Detection of Adversarial Samples on EHR and Chest X-Ray Data
Abstract Slides Poster Similar
Transformer Reasoning Network for Image-Text Matching and Retrieval
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
![Responsive image](/icpr/media/video_thumbnails/11494.jpg)
Auto-TLDR; A Transformer Encoder Reasoning Network for Image-Text Matching in Large-Scale Information Retrieval
Abstract Slides Poster Similar
Detective: An Attentive Recurrent Model for Sparse Object Detection
Amine Kechaou, Manuel Martinez, Monica Haurilet, Rainer Stiefelhagen
![Responsive image](/icpr/media/video_thumbnails/11509.jpg)
Auto-TLDR; Detective: An attentive object detector that identifies objects in images in a sequential manner
Abstract Slides Poster Similar
Object Detection in the DCT Domain: Is Luminance the Solution?
Benjamin Deguerre, Clement Chatelain, Gilles Gasso
![Responsive image](/icpr/media/video_thumbnails/11166.jpg)
Auto-TLDR; Jpeg Deep: Object Detection Using Compressed JPEG Images
Abstract Slides Poster Similar
Iterative Bounding Box Annotation for Object Detection
Bishwo Adhikari, Heikki Juhani Huttunen
![Responsive image](/icpr/media/video_thumbnails/11343.jpg)
Auto-TLDR; Semi-Automatic Bounding Box Annotation for Object Detection in Digital Images
Abstract Slides Poster Similar
The DeepScoresV2 Dataset and Benchmark for Music Object Detection
Lukas Tuggener, Yvan Putra Satyawan, Alexander Pacha, Jürgen Schmidhuber, Thilo Stadelmann
![Responsive image](/icpr/media/video_thumbnails/11989.jpg)
Auto-TLDR; DeepScoresV2: an extended version of the DeepScores dataset for optical music recognition
Abstract Slides Poster Similar
Construction Worker Hardhat-Wearing Detection Based on an Improved BiFPN
Chenyang Zhang, Zhiqiang Tian, Jingyi Song, Yaoyue Zheng, Bo Xu
![Responsive image](/icpr/media/video_thumbnails/11917.jpg)
Auto-TLDR; A One-Stage Object Detection Method for Hardhat-Wearing in Construction Site
Abstract Slides Poster Similar
SyNet: An Ensemble Network for Object Detection in UAV Images
![Responsive image](/icpr/media/video_thumbnails/12523.jpg)
Auto-TLDR; SyNet: Combining Multi-Stage and Single-Stage Object Detection for Aerial Images
Transferable Adversarial Attacks for Deep Scene Text Detection
Shudeng Wu, Tao Dai, Guanghao Meng, Bin Chen, Jian Lu, Shutao Xia
![Responsive image](/icpr/media/video_thumbnails/11959.jpg)
Auto-TLDR; Robustness of DNN-based STD methods against Adversarial Attacks
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction
Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani
![Responsive image](/icpr/media/video_thumbnails/11346.jpg)
Auto-TLDR; Deep Learning and Symbolic Reasoning for Unstructured PDF Table Extraction
Abstract Slides Poster Similar
Beyond Cross-Entropy: Learning Highly Separable Feature Distributions for Robust and Accurate Classification
Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli
![Responsive image](/icpr/media/video_thumbnails/12057.jpg)
Auto-TLDR; Gaussian class-conditional simplex loss for adversarial robust multiclass classifiers
Abstract Slides Poster Similar
Visual Style Extraction from Chart Images for Chart Restyling
Danqing Huang, Jinpeng Wang, Guoxin Wang, Chin-Yew Lin
![Responsive image](/icpr/media/video_thumbnails/11798.jpg)
Auto-TLDR; Exploiting Visual Properties from Reference Chart Images for Chart Restyling
Abstract Slides Poster Similar
Small Object Detection by Generative and Discriminative Learning
Yi Gu, Jie Li, Chentao Wu, Weijia Jia, Jianping Chen
![Responsive image](/icpr/media/video_thumbnails/11078.jpg)
Auto-TLDR; Generative and Discriminative Learning for Small Object Detection
Abstract Slides Poster Similar
Cross-View Relation Networks for Mammogram Mass Detection
Ma Jiechao, Xiang Li, Hongwei Li, Ruixuan Wang, Bjoern Menze, Wei-Shi Zheng
![Responsive image](/icpr/media/video_thumbnails/11921.jpg)
Auto-TLDR; Multi-view Modeling for Mass Detection in Mammogram
Abstract Slides Poster Similar
Vision-Based Layout Detection from Scientific Literature Using Recurrent Convolutional Neural Networks
![Responsive image](/icpr/media/video_thumbnails/11649.jpg)
Auto-TLDR; Transfer Learning for Scientific Literature Layout Detection Using Convolutional Neural Networks
Abstract Slides Poster Similar
Adversarial Training for Aspect-Based Sentiment Analysis with BERT
Akbar Karimi, Andrea Prati, Leonardo Rossi
![Responsive image](/icpr/media/video_thumbnails/11940.jpg)
Auto-TLDR; Adversarial Training of BERT for Aspect-Based Sentiment Analysis
Abstract Slides Poster Similar
Context Matters: Self-Attention for Sign Language Recognition
Fares Ben Slimane, Mohamed Bouguessa
![Responsive image](/icpr/media/video_thumbnails/11830.jpg)
Auto-TLDR; Attentional Network for Continuous Sign Language Recognition
Abstract Slides Poster Similar
Question-Agnostic Attention for Visual Question Answering
Moshiur R Farazi, Salman Hameed Khan, Nick Barnes
![Responsive image](/icpr/media/video_thumbnails/11280.jpg)
Auto-TLDR; Question-Agnostic Attention for Visual Question Answering
Abstract Slides Poster Similar
CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images
Madhav Agarwal, Ajoy Mondal, C. V. Jawahar
![Responsive image](/icpr/media/video_thumbnails/12028.jpg)
Auto-TLDR; CDeC-Net: An End-to-End Trainable Deep Network for Detecting Tables in Document Images
Object Detection on Monocular Images with Two-Dimensional Canonical Correlation Analysis
![Responsive image](/icpr/media/video_thumbnails/11579.jpg)
Auto-TLDR; Multi-Task Object Detection from Monocular Images Using Multimodal RGB and Depth Data
Abstract Slides Poster Similar
Multi-Stage Attention Based Visual Question Answering
Aakansha Mishra, Ashish Anand, Prithwijit Guha
![Responsive image](/icpr/media/video_thumbnails/12017.jpg)
Auto-TLDR; Alternative Bi-directional Attention for Visual Question Answering
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding
Peilin Zhou, Zhiqi Huang, Fenglin Liu, Yuexian Zou
![Responsive image](/icpr/media/video_thumbnails/11206.jpg)
Auto-TLDR; Parallel Interactive Network for Spoken Language Understanding
Abstract Slides Poster Similar
Context Aware Group Activity Recognition
Avijit Dasgupta, C. V. Jawahar, Karteek Alahari
![Responsive image](/icpr/media/video_thumbnails/12106.jpg)
Auto-TLDR; A Two-Stream Architecture for Group Activity Recognition in Multi-Person Videos
Abstract Slides Poster Similar
Cost-Effective Adversarial Attacks against Scene Text Recognition
Mingkun Yang, Haitian Zheng, Xiang Bai, Jiebo Luo
![Responsive image](/icpr/media/video_thumbnails/11132.jpg)
Auto-TLDR; Adversarial Attacks on Scene Text Recognition
Abstract Slides Poster Similar
Tiny Object Detection in Aerial Images
Jinwang Wang, Wen Yang, Haowen Guo, Ruixiang Zhang, Gui-Song Xia
![Responsive image](/icpr/media/video_thumbnails/11310.jpg)
Auto-TLDR; Tiny Object Detection in Aerial Images Using Multiple Center Points Based Learning Network
Image-Based Table Cell Detection: A New Dataset and an Improved Detection Method
Dafeng Wei, Hongtao Lu, Yi Zhou, Kai Chen
![Responsive image](/icpr/media/video_thumbnails/11481.jpg)
Auto-TLDR; TableCell: A Semi-supervised Dataset for Table-wise Detection and Recognition
Abstract Slides Poster Similar
StrongPose: Bottom-up and Strong Keypoint Heat Map Based Pose Estimation
![Responsive image](/icpr/media/video_thumbnails/11918.jpg)
Auto-TLDR; StrongPose: A bottom-up box-free approach for human pose estimation and action recognition
Abstract Slides Poster Similar
Utilising Visual Attention Cues for Vehicle Detection and Tracking
Feiyan Hu, Venkatesh Gurram Munirathnam, Noel E O'Connor, Alan Smeaton, Suzanne Little
![Responsive image](/icpr/media/video_thumbnails/11534.jpg)
Auto-TLDR; Visual Attention for Object Detection and Tracking in Driver-Assistance Systems
Abstract Slides Poster Similar
Polynomial Universal Adversarial Perturbations for Person Re-Identification
Wenjie Ding, Xing Wei, Rongrong Ji, Xiaopeng Hong, Yihong Gong
![Responsive image](/icpr/media/video_thumbnails/10976.jpg)
Auto-TLDR; Polynomial Universal Adversarial Perturbation for Re-identification Methods
Abstract Slides Poster Similar
Mutual-Supervised Feature Modulation Network for Occluded Pedestrian Detection
![Responsive image](/icpr/media/video_thumbnails/12508.jpg)
Auto-TLDR; A Mutual-Supervised Feature Modulation Network for Occluded Pedestrian Detection
Bidirectional Matrix Feature Pyramid Network for Object Detection
![Responsive image](/icpr/media/video_thumbnails/11844.jpg)
Auto-TLDR; BMFPN: Bidirectional Matrix Feature Pyramid Network for Object Detection
Abstract Slides Poster Similar
A Novel Attention-Based Aggregation Function to Combine Vision and Language
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
![Responsive image](/icpr/media/video_thumbnails/10985.jpg)
Auto-TLDR; Fully-Attentive Reduction for Vision and Language
Abstract Slides Poster Similar
Object Detection Model Based on Scene-Level Region Proposal Self-Attention
Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma
![Responsive image](/icpr/media/video_thumbnails/10951.jpg)
Auto-TLDR; Exploiting Semantic Informations for Object Detection
Abstract Slides Poster Similar
Using Scene Graphs for Detecting Visual Relationships
Anurag Tripathi, Siddharth Srivastava, Brejesh Lall, Santanu Chaudhury
![Responsive image](/icpr/media/video_thumbnails/12103.jpg)
Auto-TLDR; Relationship Detection using Context Aligned Scene Graph Embeddings
Abstract Slides Poster Similar
Forground-Guided Vehicle Perception Framework
Kun Tian, Tong Zhou, Shiming Xiang, Chunhong Pan
![Responsive image](/icpr/media/video_thumbnails/11846.jpg)
Auto-TLDR; A foreground segmentation branch for vehicle detection
Abstract Slides Poster Similar
Hierarchical Head Design for Object Detectors
Shivang Agarwal, Frederic Jurie
![Responsive image](/icpr/media/video_thumbnails/11463.jpg)
Auto-TLDR; Hierarchical Anchor for SSD Detector
Abstract Slides Poster Similar
Real Time Fencing Move Classification and Detection at Touch Time During a Fencing Match
Cem Ekin Sunal, Chris G. Willcocks, Boguslaw Obara
![Responsive image](/icpr/media/video_thumbnails/11561.jpg)
Auto-TLDR; Fencing Body Move Classification and Detection Using Deep Learning