![AImageLab](https://aimagelab.ing.unimore.it/imagelab/images/header_aimagelab.png)
Research fields at AImageLab
Medical Imaging
![Segmentation of the IAN Canal in CBCT Volumes Segmentation of the IAN Canal in CBCT Volumes](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000765_thumb.jpg)
![Skin Lesion Analysis Skin Lesion Analysis](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000752_thumb.jpg)
![Deep Renal Biopsy Immunofluorescence Image Analysis Deep Renal Biopsy Immunofluorescence Image Analysis](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000759_thumb.jpg)
![3D Reconstruction of Skin Lesions for Tumor Diagnosis in OCT imaging 3D Reconstruction of Skin Lesions for Tumor Diagnosis in OCT imaging](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000027_thumb.jpg)
Videosurveillance and HBU
![Human-Robot Interaction Human-Robot Interaction](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000911_thumb.jpg)
![3D Human Pose Estimation from Depth Maps 3D Human Pose Estimation from Depth Maps](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000526_thumb.jpg)
![Soccer Event Spotting Soccer Event Spotting](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000799_thumb.jpg)
![GAN4Surveillance: Generative Adversarial Networks for Attribute Classification GAN4Surveillance: Generative Adversarial Networks for Attribute Classification](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000451_thumb.jpg)
![Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000414_thumb.jpg)
![Duke Imagelab Multi-Target, Multi-Camera Tracking Project Duke Imagelab Multi-Target, Multi-Camera Tracking Project](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000354_thumb.jpg)
![Spotting Prejudice Spotting Prejudice](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000221_thumb.jpg)
![Action and Gesture Recognition for Human Computer Interaction Action and Gesture Recognition for Human Computer Interaction](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000085_thumb.jpg)
![Group Detection and Crowd Analysis Group Detection and Crowd Analysis](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000092_thumb.jpg)
![Multiple People Tracking Multiple People Tracking](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000096_thumb.jpg)
![People Re-identification People Re-identification](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000022_thumb.jpg)
![ViSOR - Video Surveillance Online Repository ViSOR - Video Surveillance Online Repository](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000075_thumb.jpg)
![People trajectory analysis and anomaly detection People trajectory analysis and anomaly detection](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000101_thumb.jpg)
![People Tracking From Multiple Cameras People Tracking From Multiple Cameras](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000104_thumb.jpg)
![Video Action Detection Video Action Detection](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000576_thumb.jpg)
![Trajectory Prediction Trajectory Prediction](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000581_thumb.jpg)
![INSECTT Anomaly detection SETA Dataset INSECTT Anomaly detection SETA Dataset](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001031_thumb.jpg)
Computer Vision and Pattern Recognition
![Visualization Techniques for Explainable AI Visualization Techniques for Explainable AI](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000782_thumb.jpg)
![Connected Components Labeling Connected Components Labeling](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000070_thumb.jpg)
![Visual Saliency Prediction Visual Saliency Prediction](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000238_thumb.jpg)
![Animal welfare analysis from 3D sensors Animal welfare analysis from 3D sensors](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000106_thumb.jpg)
![3D Computer Vision 3D Computer Vision](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000116_thumb.jpg)
![Novelty Detection Novelty Detection](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000477_thumb.jpg)
Multimedia and Big Visual Data
![Video Captioning with Naming Video Captioning with Naming](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000263_thumb.jpg)
![Video matching and retrieval Video matching and retrieval](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000530_thumb.jpg)
![Scene detection in Broadcast Videos Scene detection in Broadcast Videos](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000150_thumb.jpg)
![Deep Learning in videos Deep Learning in videos](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000151_thumb.jpg)
![Video Captioning Video Captioning](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000261_thumb.jpg)
![Class Specific Segmentation Class Specific Segmentation](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000066_thumb.jpg)
![Garment Selection and Color Classification Garment Selection and Color Classification](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000065_thumb.jpg)
![Egocentric Video Summarization Egocentric Video Summarization](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000133_thumb.jpg)
![Face Recognition in News Streams Face Recognition in News Streams](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000331_thumb.jpg)
Cultural Heritage and Digital Humanties
![Handwritten Text Recognition on Historical Documents Handwritten Text Recognition on Historical Documents](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000686_thumb.jpg)
![Visual-Semantic Domain Adaptation in Digital Humanities Visual-Semantic Domain Adaptation in Digital Humanities](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000434_thumb.jpg)
![Art2Real: Translating Artworks to Photo-Realistic Images Art2Real: Translating Artworks to Photo-Realistic Images](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000438_thumb.jpg)
![Layout and content analysis in Digitized Books Layout and content analysis in Digitized Books](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000439_thumb.jpg)
![Egocentric Video Registration and Architectural Details Retrieval Egocentric Video Registration and Architectural Details Retrieval](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000440_thumb.jpg)
![EgoVision and Human Augmentation for Cultural Heritage EgoVision and Human Augmentation for Cultural Heritage](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000441_thumb.jpg)
Embodied AI
![Self-Supervised Navigation and Recounting Self-Supervised Navigation and Recounting](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000603_thumb.jpg)
![Embodied Agents for Differences Discovery in Dynamic Environments Embodied Agents for Differences Discovery in Dynamic Environments](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001035_thumb.jpg)
![Acquisition of 3D Environments for Robotic Navigation Acquisition of 3D Environments for Robotic Navigation](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000605_thumb.jpg)
![Embodied Vision-and-Language Navigation Embodied Vision-and-Language Navigation](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000518_thumb.jpg)
AI revolution in genetics
![Integrating Genomics and Transcriptomics: Advancements through Multi-View Approaches Integrating Genomics and Transcriptomics: Advancements through Multi-View Approaches](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001047_thumb.jpg)
![RNA and DNA-Based Gene Fusion Detection: Unveiling Genomic Rearrangements RNA and DNA-Based Gene Fusion Detection: Unveiling Genomic Rearrangements](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001050_thumb.jpg)
![Predicting miRNA Targets in Humans: Computational Prediction Approaches Predicting miRNA Targets in Humans: Computational Prediction Approaches](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001049_thumb.jpg)
![Advancing Medulloblastoma Research: Genomics and Proteomics Insights from Sample Analysis Advancing Medulloblastoma Research: Genomics and Proteomics Insights from Sample Analysis](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000848_thumb.jpg)
![Decoding Gene Expression using DNA Sequence and Exploiting Post-Translational Modifications Decoding Gene Expression using DNA Sequence and Exploiting Post-Translational Modifications](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001051_thumb.jpg)
![Unleashing the Power of OncoDash: Software for Informed Clinical Decisions Unleashing the Power of OncoDash: Software for Informed Clinical Decisions](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001052_thumb.jpg)
![A Convergence of Histopathology and Genetics for Anticipating Chemotherapy Response in ovarian cancer. A Convergence of Histopathology and Genetics for Anticipating Chemotherapy Response in ovarian cancer.](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001053_thumb.jpg)
![Studying host-pathogen interaction via microscopy and Deep Learning: application to antimicrobial resistant bacteria and monoclonal antibodies discovery Studying host-pathogen interaction via microscopy and Deep Learning: application to antimicrobial resistant bacteria and monoclonal antibodies discovery](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001055_thumb.jpg)
Vision and Language
![Transformer-based Image Captioning Transformer-based Image Captioning](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000609_thumb.jpg)
![Controllable Captioning Controllable Captioning](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000488_thumb.jpg)
![From Show to Tell: A Survey on Image Captioning From Show to Tell: A Survey on Image Captioning](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000772_thumb.jpg)
Fashion AI
![Virtual Try-on Virtual Try-on](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001132_thumb.jpg)
![Multimodal Image Editing Multimodal Image Editing](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/001133_thumb.jpg)
Automotive
![Hand Monitoring and Gesture Recognition for Human-Car Interaction Hand Monitoring and Gesture Recognition for Human-Car Interaction](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000670_thumb.jpg)
![Video synthesis from Intensity and Event Frames Video synthesis from Intensity and Event Frames](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000536_thumb.jpg)
![Learning to Generate Faces from RGB and Depth data Learning to Generate Faces from RGB and Depth data](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000409_thumb.jpg)
![Mercury: a framework for Driver Monitoring and Human Car Interaction Mercury: a framework for Driver Monitoring and Human Car Interaction](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000458_thumb.jpg)
![Face Verification with Depth Images Face Verification with Depth Images](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000397_thumb.jpg)
![Dr(eye)ve a Dataset for Attention-Based Tasks with Applications to Autonomous Driving Dr(eye)ve a Dataset for Attention-Based Tasks with Applications to Autonomous Driving](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000208_thumb.jpg)
![Driver Attention through Head Localization and Pose Estimation Driver Attention through Head Localization and Pose Estimation](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000214_thumb.jpg)
![Landmark Localization in Depth Images Landmark Localization in Depth Images](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000337_thumb.jpg)
![Learning to Map Vehicles into Bird Learning to Map Vehicles into Bird](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000280_thumb.jpg)
New Visions: Sensors, Mobile, and Embedding
![Egocentric Vision for Detecting Social Relationships Egocentric Vision for Detecting Social Relationships](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000102_thumb.jpg)
![Sensing floors Sensing floors](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000040_thumb.jpg)
![Real Time Ellipse Detection on Mobile Devices Real Time Ellipse Detection on Mobile Devices](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000017_thumb.jpg)
![Collaborative robot programming Collaborative robot programming](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000222_thumb.jpg)
Continual Learning
![General Continual Learning General Continual Learning](https://aimagelab.ing.unimore.it/imagelab/uploadedImages/000579_thumb.jpg)