Linked e-resources
Details
Table of Contents
W36
Beyond mAP: Reassessing the Evaluation of Object Detection
Assessing Box Merging Strategies and Uncertainty Estimation Methods in Multimodel Object Detection
Implementing Planning KL-Divergence
ODIN: an Object Detection and Instance Segmentation Diagnosis Framework
Shift Equivariance in Object Detection
Probabilistic Object Detection with an Ensemble of Experts
EPrOD: Evolved Probabilistic Object Detector with Diverse Samples
Probabilistic Object Detection via Deep Ensembles
W37
Imbalance Problems in Computer Vision
A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues
Remix: Rebalanced Mixup
Generalized Many-Way Few-Shot Video Classification
GAN-Based Anomaly Detection in Imbalance Problems
Active Class Incremental Learning for Imbalanced Datasets
Knowledge Distillation for Multi-task Learning
Mitigating Dataset Imbalance via Joint Generation and Classification
W40
Computer Vision Problems in Plant Phenotyping
Patch-based CNN evaluation for bark classification
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Time Series Modeling for Phenotypic Prediction and PhenotypeGenotype Mapping using Neural Networks
3D Plant Phenotyping: All You Need is Labelled Point Cloud Data
Phenotyping problems of parts-per-object count
Abiotic Stress Prediction from RGB-T Images of Banana Plantlets
Sorghum Segmentation by Skeleton Extraction
Towards Confirmable Automated Plant Cover Determination
Unsupervised Domain Adaptation For Plant Organ Counting
Automatic Differentiation of Damaged and Unharmed Grapes Using RGB Images and Convolutional Neural Networks
Germination Detection of Seedlings in Soil: A System, Dataset and Challenge
Detection in agricultural contexts: Are we close to human level
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images
CorNet: Unsupervised Deep Homography Estimation for Agricultural Aerial Imagery
Expanding CNN-based Plant Phenotyping Systems to Larger Environments
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM
BTWD: Bag of Tricks for Wheat Detection
W41
Fair Face Recognition and Analysis
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition
AsArcFace: Asymmetric Additive Angular Margin Loss for Fairface Recognition
Fair Face Recognition Using Data Balancing, Enhancement and Fusion
Investigating Bias and Fairness in Facial Expression Recognition
Disguised Face Verification using Inverse Disguise Quality
W44
Perception Through Structured Generative Models
Toward Continuous-Time Representations of Human Motion
DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors
3D Noise and Adversarial Supervision Is All You Need for Multi-Modal Semantic Image Synthesis.
Beyond mAP: Reassessing the Evaluation of Object Detection
Assessing Box Merging Strategies and Uncertainty Estimation Methods in Multimodel Object Detection
Implementing Planning KL-Divergence
ODIN: an Object Detection and Instance Segmentation Diagnosis Framework
Shift Equivariance in Object Detection
Probabilistic Object Detection with an Ensemble of Experts
EPrOD: Evolved Probabilistic Object Detector with Diverse Samples
Probabilistic Object Detection via Deep Ensembles
W37
Imbalance Problems in Computer Vision
A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues
Remix: Rebalanced Mixup
Generalized Many-Way Few-Shot Video Classification
GAN-Based Anomaly Detection in Imbalance Problems
Active Class Incremental Learning for Imbalanced Datasets
Knowledge Distillation for Multi-task Learning
Mitigating Dataset Imbalance via Joint Generation and Classification
W40
Computer Vision Problems in Plant Phenotyping
Patch-based CNN evaluation for bark classification
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Time Series Modeling for Phenotypic Prediction and PhenotypeGenotype Mapping using Neural Networks
3D Plant Phenotyping: All You Need is Labelled Point Cloud Data
Phenotyping problems of parts-per-object count
Abiotic Stress Prediction from RGB-T Images of Banana Plantlets
Sorghum Segmentation by Skeleton Extraction
Towards Confirmable Automated Plant Cover Determination
Unsupervised Domain Adaptation For Plant Organ Counting
Automatic Differentiation of Damaged and Unharmed Grapes Using RGB Images and Convolutional Neural Networks
Germination Detection of Seedlings in Soil: A System, Dataset and Challenge
Detection in agricultural contexts: Are we close to human level
AutoCount: Unsupervised Segmentation and Counting of Organs in Field Images
CorNet: Unsupervised Deep Homography Estimation for Agricultural Aerial Imagery
Expanding CNN-based Plant Phenotyping Systems to Larger Environments
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM
BTWD: Bag of Tricks for Wheat Detection
W41
Fair Face Recognition and Analysis
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition
AsArcFace: Asymmetric Additive Angular Margin Loss for Fairface Recognition
Fair Face Recognition Using Data Balancing, Enhancement and Fusion
Investigating Bias and Fairness in Facial Expression Recognition
Disguised Face Verification using Inverse Disguise Quality
W44
Perception Through Structured Generative Models
Toward Continuous-Time Representations of Human Motion
DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors
3D Noise and Adversarial Supervision Is All You Need for Multi-Modal Semantic Image Synthesis.