Research Publications Archive - Page 8 of 10 - Biomedical Computer Vision

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Publications

Our publications by year

Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives

BoDiffusion: Diffusing Sparse Observations for Full-Body Human MotionSynthesis

STRIDE: Street View-based Environmental Feature Detection and Pedestrian Collision Prediction

Piglet: Pixel-level grounding of language expressions with transformers

FeST: Learning Spatio-Temporal Priors for Fetal Brain MRI Segmentation

Matis: Masked-attention transformers for surgical instrument segmentation

SEPAL: Spatial Gene Expression Prediction from Local Graphs

Guarding the Guardians: Automated Analysis of Online Child Sexual Abuse

JOB-VS: JOINT BRAIN-VESSEL SEGMENTATION IN TOF-MRA IMAGES

Towards Holistic Surgical Scene Understanding

Towards Assessing and Characterizing the Semantic Robustness of Face Recognition

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation–Analysis of Ranking Metrics and Benchmarking Results

SURGICAL INSTRUMENT GROUNDING FOR ROBOT-ASSISTED INTERVENTIONS

MIcro-surgical anastomose workflow recognition challenge report

EGO4D: AROUND THE WORLD IN 3,000 HOURS OF EGOCENTRIC VIDEO

PANOPTIC NARRATIVE GROUNDING

A HIERARCHICAL ASSESSMENT OF ADVERSARIAL SEVERITY

ENHANCING ADVERSARIAL ROBUSTNESS VIA TEST-TIME TRANSFORMATION ENSEMBLING

GENERALIZED REAL-WORLD SUPER-RESOLUTION THROUGH ADVERSARIAL ROBUSTNESS

TOWARDS ROBUST GENERAL MEDICAL IMAGE SEGMENTATION

SAMA: SPATIALLY-AWARE MULTIMODAL NETWORK WITH ATTENTION FOR EARLY LUNG CANCER DIAGNOSIS

MAIN: Multi-Attention Instance Network for Video Segmentation

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

The medical segmentation decathlon

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

PHARMANET: PHARMACEUTICAL DISCOVERY WITH DEEP RECURRENT NEURAL NETWORKS

LUCAS: LUNG CANCER SCREENING WITH MULTIMODAL BIOMARKERS

ULTRAGAN: ULTRASOUND ENHANCEMENT THROUGH ADVERSARIAL GENERATION

ADVPC: TRANSFERABLE ADVERSARIAL PERTURBATIONS ON 3D POINT CLOUDS

SMART POOLING: AI POWERED COVID-19 TESTING

SIMBA: Specific Identity Markers for Bone Age Assessment

ISINET: AN INSTANCE-BASED APPROACH FOR SURGICAL INSTRUMENT SEGMENTATION

AUTOMATED LUNG CANCER DIAGNOSIS USING THREE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORKS

ACTIVE SPEAKERS IN CONTEXT

ROBUST MEDICAL INSTRUMENT SEGMENTATION CHALLENGE 2019

GABOR LAYERS ENHANCE NETWORK ROBUSTNES

AN EMPIRICAL STUDY ON GLOBAL BONE AGE ASSESSMENT

HAND POSE ESTIMATION FOR PEDIATRIC BONE AGE ASSESSMENT

LEARNING TO SEGMENT BRAIN TUMORS

SMIT: STOCHASTIC MULTI-LABEL IMAGE-TO-IMAGE TRANSLATION

FINDING FOUR-LEAF CLOVERS: A BENCHMARK FOR FINE-GRAINED OBJECT LOCALIZATION

DYNAMIC MULTIMODAL INSTANCE SEGMENTATION GUIDED BY NATURAL LANGUAGE QUERIES

MULTI-VIEW DYNAMIC FACIAL ACTION UNIT DETECTION

LIGHT-SHEET ENHANCED RESOLUTION OF LIGHT FIELD MICROSCOPY FOR RAPID IMAGING OF LARGE VOLUMES

AUTOMATIC DIABETIC RETINOPATHY CLASSIFICATION

BONE AGE DETECTION VIA CARPOGRAM ANALYSIS USING CONVOLUTIONAL NEURAL NETWORKS

VOLUMETRIC MULTIMODALITY NEURAL NETWORK FOR BRAIN TUMOR SEGMENTATION

RECOGNITION OF SKIN MELANOMA THROUGH DERMOSCOPIC IMAGE ANALYSIS

AUTOMATED DETECTION OF LUNG NODULES WITH THREE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORKS

LEARNING TO SEGMENT MOUSE EMBRYO CELLS

THE 2017 DAVIS CHALLENGE ON VIDEO OBJECT SEGMENTATION

BRAIN TUMOR SEGMENTATION AND PARSING ON MRIS USING MULTIRESOLUTION NEURAL NETWORKS

CONVOLUTIONAL ORIENTED BOUNDARIES: FROM IMAGE SEGMENTATION TO HIGH-LEVEL TASKS

OBJECT INSTANCE SEGMENTATION AND FINE-GRAINED LOCALIZATION USING HYPERCOLUMNS

MULTISCALE COMBINATORIAL GROUPING FOR IMAGE SEGMENTATION AND OBJECT PROPOSAL GENERATION

DEEP RETINAL IMAGE UNDERSTANDING

ANALYSIS OF PHOW REPRESENTATIONS FOR ALZHEIMER DISEASE CLASSIFICATION ON BRAIN STRUCTURAL MRI

CONVOLUTIONAL ORIENTED BOUNDARIES

THE THREE R’S OF COMPUTER VISION: RECOGNITION, RECONSTRUCTION AND REORGANIZATION

HYPERCOLUMNS FOR OBJECT SEGMENTATION AND FINE-GRAINED LOCALIZATION

ALIGNING 3D MODELS TO RGB-D IMAGES OF CLUTTERED SCENES

LEARNING TO SEGMENT MOVING OBJECTS IN VIDEOS

INDOOR SCENE UNDERSTANDING WITH RGB-D IMAGES: BOTTOM-UP SEGMENTATION, OBJECT DETECTION AND SEMANTIC SEGMENTATION

GROUPING-BASED LOW-RANK TRAJECTORY COMPLETION AND 3D RECONSTRUCTION

LEARNING RICH FEATURES FROM RGB-D IMAGES FOR OBJECT DETECTION AND SEGMENTATION

SIMULTANEOUS DETECTION AND SEGMENTATION

AUTOMATED PARTICLE CORRESPONDENCE AND ACCURATE TILT-AXIS DETECTION IN TILTED-IMAGE PAIRS

MULTISCALE COMBINATORIAL GROUPING

A DISCRIMINANT MULTI-SCALE HISTOPATHOLOGY DESCRIPTOR USING DICTIONARY LEARNING

VOLUMETRIC SEMANTIC SEGMENTATION USING PYRAMID CONTEXT FEATURES

OPTIMAL AND FAST ROTATIONAL ALIGNMENT OF VOLUMES WITH MISSING DATA IN FOURIER SPACE

PERCEPTUAL ORGANIZATION AND RECOGNITION OF INDOOR SCENES FROM RGBD IMAGES

ARTICULATED POSE ESTIMATION USING DISCRIMINATIVE ARMLET CLASSIFIERS

ELECTRON MICROSCOPY OF BIOTINYLATED PROTEIN COMPLEXES BOUND TO STREPTAVIDIN MONOLAYER CRYSTALS

AUTOMATED TUBERCULOSIS DIAGNOSIS USING FLUORESCENCE IMAGES FROM A MOBILE MICROSCOPE

SEMANTIC SEGMENTATION USING REGIONS AND PARTS

SEMANTIC CONTOURS FROM INVERSE DETECTORS

OCCLUSION BOUNDARY DETECTION AND FIGURE/GROUND ASSIGNMENT FROM OPTICAL FLOW

CONTOUR DETECTION AND HIERARCHICAL IMAGE SEGMENTATION

EXPERIMENTAL EVALUATION OF SUPPORT VECTOR MACHINE-BASED AND CORRELATION-BASED APPROACHES TO AUTOMATIC PARTICLE SELECTION

FINDING SEMANTIC STRUCTURES IN IMAGE HIERARCHIES USING LAPLACIAN GRAPH ENERGY

CONTEXT BY REGION ANCESTRY

FROM CONTOURS TO REGIONS: AN EMPIRICAL EVALUATION

RECOGNITION USING REGIONS

USING CONTOURS TO DETECT AND LOCALIZE JUNCTIONS IN NATURAL IMAGES

CONSTRAINED IMAGE SEGMENTATION FROM HIERARCHICAL BOUNDARIES

BOUNDARY EXTRACTION IN NATURAL IMAGES USING ULTRAMETRIC CONTOUR MAPS

A METRIC APPROACH TO VECTOR-VALUED IMAGE SEGMENTATION

UNE APPROCHE METRIQUE POUR LA SEGMENTATION D’IMAGES

SEGMENTATION D’IMAGES COULEUR PAR PARTITIONS DE VORONOI

SEGMENTATION D’IMAGES VECTORIELLES PAR PARTITIONS DE VORONOI GENERALISEES

ENERGY PARTITIONS AND IMAGE SEGMENTATION

GENERALIZED VORONOI TESSELLATIONS FOR VECTOR-VALUED IMAGE SEGMENTATION

THE EXTREMA EDGES

PATH VARIATION AND IMAGE SEGMENTATION

PARTITIONS D’ENERGIE ET SEGMENTATION D’IMAGES